{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Advanced street network plotting with OSMnx\n",
    "\n",
    "Author: [Geoff Boeing](https://geoffboeing.com/)\n",
    "\n",
    "  - [Overview of OSMnx](http://geoffboeing.com/2016/11/osmnx-python-street-networks/)\n",
    "  - [GitHub repo](https://github.com/gboeing/osmnx)\n",
    "  - [Examples, demos, tutorials](https://github.com/gboeing/osmnx-examples)\n",
    "  - [Documentation](https://osmnx.readthedocs.io/en/stable/)\n",
    "  - [Journal article/citation](http://geoffboeing.com/publications/osmnx-complex-street-networks/)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'0.16.0'"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import networkx as nx\n",
    "import osmnx as ox\n",
    "%matplotlib inline\n",
    "ox.config(log_console=True, use_cache=True)\n",
    "ox.__version__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "place = 'Piedmont, California, USA'\n",
    "G = ox.graph_from_place(place, network_type='drive')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Color helper functions\n",
    "\n",
    "You can use the plot module to get colors for plotting."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['#0d0887', '#7e03a8', '#cc4778', '#f89540', '#f0f921']"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# get n evenly-spaced colors from some matplotlib colormap\n",
    "ox.plot.get_colors(n=5, cmap='plasma', return_hex=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# get node colors by linearly mapping an attribute's values to a colormap\n",
    "nc = ox.plot.get_node_colors_by_attr(G, attr='y', cmap='plasma')\n",
    "fig, ax = ox.plot_graph(G, node_color=nc, edge_linewidth=0.3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# when num_bins is not None, bin the nodes/edges then assign 1 color to each bin\n",
    "# also set equal_size=True for equal-sized quantiles (requires unique bin edges!)\n",
    "ec = ox.plot.get_edge_colors_by_attr(G, attr='length', num_bins=5)\n",
    "\n",
    "# otherwise, when num_bins is None (default), linearly map 1 color to each node/edge by value\n",
    "ec = ox.plot.get_edge_colors_by_attr(G, attr='length')\n",
    "\n",
    "# plot the graph with colored edges\n",
    "fig, ax = ox.plot_graph(G, node_size=5, edge_color=ec, bgcolor='k')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Other plotting options\n",
    "\n",
    "See the [documentation](https://osmnx.readthedocs.io/en/stable/osmnx.html#osmnx.plot.plot_graph) for full details."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = ox.plot_graph(G,\n",
    "    ax=None,               #optionally draw on pre-existing axis\n",
    "    figsize=(8, 8),        #figure size to create if ax is None\n",
    "    bgcolor=\"#111111\",     #background color of the plot\n",
    "    node_color=\"w\",        #color of the nodes\n",
    "    node_size=15,          #size of the nodes: if 0, skip plotting them\n",
    "    node_alpha=None,       #opacity of the nodes\n",
    "    node_edgecolor=\"none\", #color of the nodes' markers' borders\n",
    "    node_zorder=1,         #zorder to plot nodes: edges are always 1, so set node_zorder=0 to plot nodes below edges\n",
    "    edge_color=\"#999999\",  #color of the edges\n",
    "    edge_linewidth=1,      #width of the edges: if 0, skip plotting them\n",
    "    edge_alpha=None,       #opacity of the edges\n",
    "    show=True,             #if True, call pyplot.show() to show the figure\n",
    "    close=False,           #if True, call pyplot.close() to close the figure: useful if plotting/saving many in a loop\n",
    "    save=False,            #if True, save figure to disk at filepath\n",
    "    filepath=None,         #if save is True, the path to the file\n",
    "    dpi=300,               #if save is True, the resolution of saved file\n",
    "    bbox=None)             #bounding box to constrain plot: if None, will calculate from spatial extents of graph"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Use bbox to constrain the plot (i.e., \"zoom\") to some precise section of the graph.\n",
    "\n",
    "For example, perhaps we consolidated nearby intersections to clean-up node clusters and want to inspect our results:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "Gc = ox.consolidate_intersections(ox.project_graph(G), dead_ends=True)\n",
    "c = ox.graph_to_gdfs(G, edges=False).unary_union.centroid\n",
    "bbox = ox.utils_geo.bbox_from_point(point=(c.y, c.x), dist=200, project_utm=True)\n",
    "fig, ax = ox.plot_graph(Gc, figsize=(5, 5), bbox=bbox, edge_linewidth=2, edge_color='c',\n",
    "                        node_size=80, node_color='#222222', node_edgecolor='c')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# or save a figure to disk instead of showing it\n",
    "fig, ax = ox.plot_graph(G, filepath='./images/image.png', save=True, show=False, close=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Plot routes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "# impute missing edge speeds and calculate free-flow travel times\n",
    "G = ox.add_edge_speeds(G)\n",
    "G = ox.add_edge_travel_times(G)\n",
    "\n",
    "# calculate 3 shortest paths, minimizing travel time\n",
    "w = 'travel_time'\n",
    "orig, dest = list(G)[10], list(G)[-10]\n",
    "route1 = ox.shortest_path(G, orig, dest, weight=w)\n",
    "orig, dest = list(G)[0], list(G)[-1]\n",
    "route2 = ox.shortest_path(G, orig, dest, weight=w)\n",
    "orig, dest = list(G)[-100], list(G)[100]\n",
    "route3 = ox.shortest_path(G, orig, dest, weight=w)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plot a route with the `plot_graph_route` function."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = ox.plot_graph_route(G, route1, orig_dest_size=0, node_size=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "# you can also pass any ox.plot_graph parameters as additional keyword args\n",
    "fig, ax = ox.plot_graph_route(G, route1, save=True, show=False, close=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Or plot multiple routes with the `plot_graph_routes` function.\n",
    "\n",
    "If you provide a list of route colors, each route will receive its own color."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAcwAAAE8CAYAAABNSYGfAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/d3fzzAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOydZ1hU59aG7ykMA9IR6dJU7ChSFAQ7WMGWaOzGWBITY5opRhNjejHNNNM0x5hijLH3XrEhVrp0BKS3mWHK9wNnPlHKDGDq3NfllXOYXd49ZT/7Xe9azxJoNBqMGDFixIgRI40j/KsHYMSIESNGjPwTMAqmESNGjBgxogdGwTRixIgRI0b0wCiYRowYMWLEiB4YBdOIESNGjBjRA6NgGjFixIgRI3ogbuxFOzs7Y82JESNGjBj5T1FUVCSo7+/GGaYRI0aMGDGiB0bBNGLEiBEjRvTAKJhGjBgxYsSIHhgF04gRI0aMGNGDRpN+jBgx8s/mmWee4eLFi6SkpDBq1ChsbW0xNTVFKBSi0WjIzs7m+++/RyaT/dVDNWLkb4+gMfN1Y5asESP/bMLCwhgxYgQAmZmZJCUlkZeXR1VVFebm5owePRozMzM+++wz8vLy/uLRGjHy96ChLFmjYBox8i+nR48ePPTQQ3z99dfcuHHjntcfffRR2rVrx4oVKxo8Rnh4OFVVVZw7d+5+DtWIkb8FxrISI0b+o1y+fJn09HQmT55c7+u//fYbUqm00WN4eXkRFhZ2P4ZnxMg/BqNgGjHyH2DdunWYm5szadKke17z9PSkpqam0f337dtHu3bt6NGjx/0aohEjf3uMST9GjPzJWFhY4OzsTLt27bCysqJNmzaYmZlhbW1NdXU1arWaqqoqKisruXnzJjdu3KCwsLBF55TJZPzwww88/PDDXL16lStXruhe69SpE2VlZY3un5OTw6lTp5gyZQrFxcXExcVx8eJFSktLjQlDRv4zGNcwjRi5zwQGBtK/f3/s7e0RiUQAqNVqampqkMvluv86OztTUlJCZWUlEokEU1NTzM3NMTExAUChUFBQUEBqaiqxsbHk5uYaPJbo6GgCAwN5++23qaioQCKRsGzZMg4fPsyBAwea3N/e3p6IiAg6dOiAubk5ACUlJXz44YcoFAqDx2PEyN8RY9KPESN/MkKhkPnz5+Pu7k5SUhIxMTFkZWXpZnNSqZS+ffvSs2dPHB0dqamp4bXXXkOtVt9zLFtbW7p06ULnzp1xdnbGwsICtVpNcXExsbGxHDlyBKVSqde4nnnmGYRCIe+99x7z58+nbdu2vPHGG826RqlUynPPPUdeXh5r1qxp8H2QSCTGmaiRfwxGwTRi5E9EIpHw9NNPY2pqyueff05BQYHuNXNzc6ZOnYq3tzdyuZyMjAzOnj3L5cuX9T6+UCikY8eO9OnTh06dOmFqakp+fj6nTp3izJkz9YrunedfunQpsbGx+Pv78+mnnzZrtqrFzc2NhQsXsnnzZs6cOQOAlZUVfn5+9OnTB0dHRwCuXLnCjz/+2OzzGDHyZ2EUTCNG/iSkUilLliyhpqaGDz/8sM7MKjIykgEDBlBaWsovv/xCWlpaq5zT09OTwYMH4+XlhVAo5MyZM2zbtq1B4YyKiqJv376cPXuWzZs3t/j8w4cPJzw8HLVajVAoRCAQIJfLyc7OZteuXTg5OREdHc2yZctafC4jRu43RsE0YuRPQCKR6MTyvffeqyNY0dHRBAcH88cff+hmYveD0NBQIiIiEAqFDa5NCoVC3njjDZYtW6Z3KLcppFIpnp6eVFRUcPPmzTrHHTBgAAMHDmy01tOIkb8LDQmmMUvWiJFWQiqV8uyzz6JSqfjggw/qiKVQKCQ4OJjffvuNCxcu3NdxnDhxghMnThAREcHgwYPp3LkzX3zxRZ3xqNVqNBoNDg4OLQrH3olMJiM+Pr7e1wIDA8nMzGyV8xgx8ldhFEwjfw0aDUJALaj3Qe4fh6OjIwsWLEAmk/HBBx/cM2uztrZGIBDcd7G8k71793L+/Hkef/xxXnzxRT7++GMqKip0r6tUKuzt7VtNMBvC0dERe3t7vv/++ya37d27NxMmTECj0VBZWUlxcTG5ubnk5OSQm5tLdnb2fR2rESONYTQuMPKnYadWM7CmhkdkMp6VyXhOJuMJmYxRCgXOjSSp/N0JCwvjySef5ObNm7z33nv1hjjLy8sBcHBw+FPHVlhYyFtvvUV1dTXPP/88Hh4eAIjFYpRKJba2tvd9DGPHjiU/P1+vWtLAwEByc3P57bffuHbtGgBdu3YlKiqKWbNm3eeRGjHSOMYZppH7iolGQ2eVip4qFW71iKK5RkN3lYruKhWXRSIOm5hQ9Q+ZddrY2DBjxgycnJzYvXs3R48ebXBbpVJJeXk5/fv3b5UkG0NQKBSsWrWKadOmMX/+fLZs2UJoaCgSiQRfX1+OHTt2385tbm6Oh4eHXrNLqH2guHDhAnFxccTFxd23cRkx0hyMgmmk9dBoMKd2Jumq0eCqVuOhUiG5azN3d3fs7e0xMTGhpKSEGzduoFQq6aFS0VGt5qhYzEWRCM3fVDilUikTJ07E19eXoqIiPvjgA71mT+fPnyckJORPF0wt69evZ9CgQURHR6NWqzlx4gQBAQH39ZxjxoyhsrKSpKSkJrf19fXFwsLiTw1bGzFiCEbBNKIfGg1mgK1Gg7VGg5VGg4VGg+Xt/2r/iRrY3cLCgg4dOmBnZwfUhihVKhUuLi64u7uTnp5OSkoKUo2GiJoaeqpUnBSLyRAKEVL7RZVoNIipXUcQAoLb66CiO/6mBvKFQsrvg9hKpVLGjx9P9+7dqaysRCQScfDgQb1t6/bt20d4eDjBwcHExMS0+vj04dChQ+Tl5TFt2jRsbGwwMzNDIpHcF5eevn370rVrV86ePdvktkKhkIceeohLly4Z24wZ+dtiFEwjTdJHqSRQqcS6kRKk+rC2tsbJyYl27dohkUioqqoiPj6enJycOtt5eHjg4+ODi4sLly9fpqSkBCe1mvHNvImrgaMmJsSIW+frLZFImDBhAj169KCyspKNGzcSGxvLnDlzGDJkiN6hQ7VazdWrVxk8eLBegimRSJg+fTq2traYmZkhl8tJSkri5MmTLRKVa9eu8f333zN79mzUajUBAQGcPHmyWcdyd3dn9OjR7N+/v84s8oknnsDJyYlbt27Rr18/kpKSSEhIaPA4s2fPBuCXX35p1jiMGPkzMNZhGmmUHkolIxvoZCGRSLCwsMDCwgIzMzPMzMwwNTVFIpEgkdQGYuVyOYWFhSQnJzfaEUMkEtGzZ0/s7OwoKiri0qVLqFSqFo19vakp2cLm57VJJBLGjRuHn58fVVVV7Ny5s0640NHRkcWLF/PWW281aV6uxcLCgqVLl/LVV181alogFApZsmQJJiYmXL9+naKiIuzt7fHx8cHa2pqbN2/y66+/tijD1dPTk/nz55Ofn8+HH35o8P5SqZTly5dTXFyMjY0Nq1atorCwEF9fX2bOnMnbb79NWVkZ48ePJzAwkOTkZLZu3VrH9ah79+6MGzcOiUTCd999V2+/TiNG/myMxgVGmsVMuRyn28k6ffr00ZmBC26HPDUaDSqVCqVSiUKhQC6XU11dTX5+PqWlpfccr1wg4LJIxBWRCJlAQH+lkt5KJdpvp5ubG76+vkCt2MpkMkQiEUKhUPdPe26BQFDnf8P/1xfKZDLSpFJ2WlmRkZFBenq63mFHBwcHhg0bRrdu3aiurmb37t0NNk5+4YUXyMjIYMOGDfq9ocDChQsRCoV8+umnDW4zceJEunfvzttvv32PB6uDgwMPPvggbm5uZGVl8dVXXzXbfKB9+/YsWLCAY8eOsWvXLoP2jY6OpmfPnqxcuZLHH38cW1tb3nvvPfr160d4eHgdkwJPT08efPBBbG1tUalUKBQKpFIpGo2GpKQk1q9f32oGCkaMtBSjcYERg7HQaHRi2bVrVywsLMjOzqasrIyysjK9zbRVQLJIxCWRiBtCYZ1knn0mJlwWiRiuUhHZvTv29vYUFRXpZpqmpqYoFAqUSqVOmLWieOd/tf86d+6sE25vkYhBfn4IBg9GKBSi0WiQy+VUVFRQXFxMcXExhYWFVFRUYGtri4ODA76+vkilUkpKSvjjjz+aXH87duwYI0aMMOh93bJlCwsXLsTKyqrBmamLiwupqan1vscFBQV89tlnODo68sgjj+hqLPWd5d5JRkYGv/zyC5MnT6agoKDBB4P68PDw0M2S16xZw+LFi3nxxRfZsGEDUqkUCwsLXd1nWloa7777LlKpFG9vb9q1a0d6erpxRmnkH4VRMI3Ui0ijqbOGaG1tTVVVFcnJyY3upwAqBAIKhUKyhUKyhEJuCgSoGknCcQsKwicqioKUFOJ//RVZURH9+/cHIDY21qBxm5qa0qFDB06fPg3A+bNn2W9iglgsxs3NDXd3d5ydnWnbti0dO3akZ8+eiEQiFAoFZmZmxMXFsXXrVr0fBk6cOMGIESMICQnRex0wKyuLkpISoqOj+d///lfvNlZWVly/fr3R4+Tl5fHOO+/w+OOP89xzz/Hll182q7A/Li4OBwcHxo8fz61bt/T2t7WwsNCtWyoUCt59913mzJnDrFmzUKvVDB8+nN9++63OPjKZjGvXrulqLI0Y+SdhFEwj96LRMKKmRmcm0K1bN8zMzOoIwnmxmApqQ6wVt/+VCwQoDMhOtbKyYtasWTg5OXH69Gm2bt2KqUZDVxMTTCsqCHBzQ3XtGjUCAUpqxbhGIEANdf5pAM/bY83IyMDHxwdPT0/S0tLooVRyTCxGrlSSlpbWqBgsWLAAZ2dng9tQxcfHExYWZlDizL59+5gwYYLOQOBuqqurcXFxafI4SqWSjz76iJkzZ7Jw4ULWrFnTLEP3/fv34+TkxJw5c3jrrbeoqqpqch+FQoG9vX2dv3377be4uroyffp0evfujZWVFT///LNexzNi5O+O0enHiA6NUIjKwYFAS0u63v6bu7s7Tk5OxMbG6oRkk0TCfhMTTpuYcFUsJl0kolAoNEgsIyMjeeGFFzAxMeG9995j69atAMgFAmLFYt5MSeHKiBH83q0bH0ulfCaV8rVUylpTU34wNWW9qSkbTE352dSUX0xN+cLUFO2C+82bN2nfvj0AEsBPz+ShLVu24OTkhI2Njd7XAbB9+3ZsbGwMcvG5cOECNTU1RERE1Pv6iRMn6Nixo97HW7duHZcvX+aRRx65R8T0Zf369ZSVlfHEE08g1CNZav/+/aSnp9/z9+zsbN5++22+++472rVrx8svv8wDDzyAuJWylo0Y+aswCqYRNEIhNd27I4+KwjUkhAAPD5S+vkg7dcK7UyeSk5MpLi4G4JhYTLKooWrLppFKpTz//POEhYWxfft2PvjgA92x70SpVJKbm8vQoUP1Om6ZUEji7XElJiZiYmJC27ZtgdqyGIEeJTG5ubkUFxcTHR1twBVBSUkJt27dYvTo0QbtFxMTQ1BQUL2vnT59GoFA0ODr9fHTTz+Rk5PDokWLMDc3N2gsWj799FPMzMxYvHhxk6J58eLFRl2CUlJSePvtt/ntt9/o2rUrr776KpGRkc0aV2N4enry8MMPt/pxjRi5G6Ng/sfRADX9+qHs1g17kQg3e3suBAYis7GhbadOXFcqScvKAiBeJOJkC2YJNjY2PP/88wC8/vrrTYYwjx49ioeHh16zHYCzt8emUqkoLi7WzdCsNBp89fSq3bdvH506dTJ4NnTw4EE6dOig91gB9uzZg4mJSYNuO7GxsYwePdqgsXz55ZdUVlby6KOP6r3PnchkMt5//30sLS155plndOVBLeHChQusWLGCQ4cO0b9/f1599VWCg4NbfNywsDCWLl3K/PnzMTMzQyqVtviYRow0hlEw/+OoXV1RublhplbTycoKpUSCXColefBg8iUSsm/dQt22LTeFQnaYmEAzHXScnZ155plnKC4u5r333tNrnTAuLg61Wk3fvn31Oke2QEDubcGKj4/H3NxcN9MK1LNkITY2ttFQaWP7qVQqBg0apPc+arWa+Ph4hgwZUu/rv/32G0qlkunTpxt0zC+//BJ7e3tCQkL03u9OKioqeO+99xCLxSxdulQX3m4pBw4c4JVXXiEuLo6oqCiWLl1Kly5dDDqGWCwmOjqalStXEhERQVJSEitXruSzzz4zeO3ZiBFDMS4q/MdR+vhgotHQs00bNKamAFhaWqIQidjl5kb3W7cwFQjYVFZGc6vkOnbsyKxZs0hJSeG7774zaN/k5GT69eunX0KNQMBZsZgohYKqqiqqqqro3LkzFy5cwEWtxlWt1svI4MyZMwQFBbFz506Dxnrp0iX69u1bb8PmhtiyZQsvvvgi7u7u9faLXLduHQsWLMDX17dRp5w7KSsr4+zZswwbNqzZDj5VVVW89dZbzJgxgwULFnDgwAGDrqsh1Go1mzdvZteuXTz44INMnz6d6upqzpw5w5EjR7C0tCQgIIAePXroWqLl5eURExODp6cnPXr0QKFQcPDgQQ4dOtTi8RgxYghG44J/CZ6enri7u+tCU1rHHe1/xWIxJiYmmNwusRCJRIhEIo7a2SHOyeHukv6ysjJdnWNafj4lu3YhaMYTvL+/PxMnTuTChQv3lBjog7OzM4sWLWLlypV6ZVoKNRoWyOVY3m6O3LNnTw4fPoxKpSJeJGKLHiFGsVjMihUr2LRpk0FG4Obm5ixbtowvvviCjIwMvfd7/PHH0Wg0fPbZZ/W+/tBDD9G5c2dWrFhRpwl0YzT3GuojODiYqKgo5HI5Bw4c4MSJEy063p1IpVKGDx+On5+fLqRaVVVFYmIi586dQygUMnHiRKysrKioqGD//v1/mQ+vkf8ORqeffyE9evSgX79+uLu7IxKJkMvlKJXKOv9qamp0hfza/8pkMuRyea0Ade2K2sICQGdpV1FRobOxy6moIF2hQPr77wgMdGIZOHAgERERHD58mL179zb7OpctW6arj9SHYKWSgbfHHx4eTn5+PvHx8WiAL01NKdNjljlz5kwcHR159913DRrrokWLUCgUfPnll3rv4+HhwYIFC3jjjTfqNHjWIhQKWbZsGcnJyfz44496H3f+/PmIRCI+//xzvfdpCLFYzJgxY+jTpw9KpZLTp09z8uTJZpklNMSdJvAWFhaMGDGCnj17olKp2LFjh14m7kaMtAZGp59/AUKhkKCgIAICAnB2dgZqMzt37NjBmTNn9J59aPFq3x6bTp3Q1NToZqKVlZU6sSwvKyNNpUJ086bBYhkVFUXfvn3ZsmVLi2cEcXFx+Pn56S2YF0UiQmpqkACZmZl4enoSHx+PAOijUnFID8HcunUrS5YswdnZ2SC/1j179jBz5kyDOoCkp6cjk8kYPXo0P//88z2vq9VqNmzYwMMPP0z79u31nr1euHCBqKgovcfeGEqlks2bN7NlyxZGjhxJUFAQAwYMQKlUUlBQQFJSEpcuXSI3N9fg76EWhUJBcHAwYWFh2NvbU15ezqFDhzh48GCrXIMRIy3FKJh/cyQSCWFhYfj5+dG2bVtUKhWZmZn8/PPPXL58udnHbSOVYuvnB9XViCwtMTc3p7q6WneTl5eXc/m2x6s4Pt6gY0+bNo2uXbuyfv36VnF02b9/P/369dNbvOQCAZfFYvrcNivw8vLSrRH6KZWcEIubrBktLi7m5s2bREdHGzRbTEhIQC6XExERwfbt2xvdViKRMGrUKPz9/YHaiMGvv/5ar+AkJSWRlJTEjBkzeP311/Uay/nz5xk/fjwuLi73dIhpLmq1mu3bt7N9+3YkEgl+fn5069YNf39/wsLCEAgEqNVqFAoFlZWVyOVyVCoVNTU1dSIe2v8PtS5S7dq1o23btqjVapKSkvjf//5nbPNl5G+HUTD/hlhYWDBw4EC6deuGjY0Ncrmc1NRU/vjjD1JTU1t8fI1GQ8fevcHEBNRqnKVSSmtqdFmGyspKYmtqEGg0mJw9iyg/X+9jz549Gx8fH7788kuD1vEao6qqilu3bhEREcG6dev02uecSIS/UgkaDXl5eXh6epKZmYkp0EOl4rwepRo7d+5k9uzZSKVSgzIwz507R0BAQIOCaWtry9ixY+nYsSMymUyXwLJy5UoGDhzY4Izqhx9+4JVXXiEqKkqv2bZQKEQmkzFkyBA2bNjQ4u4vd6NQKDh79mydUKlUKsXd3R0XFxccHBwwMzPTrZ2bm5sjEonqrKFD7eebl5fHtm3b9Go0bcTIX4VRMP8mODg4MHDgQHx9fWnTpg2VlZUkJiZy5MiRVn/S9nR3R3g7pNu2bVskAgGVaWkITE3R1NQQl52NqLgYcWqqQYk+48aNo0OHDqxevbpFbafq49SpUwaZnJcIhSSLRHRUqUhISGDAgAHY2tpSXFxMgFLJBZGojgl8fSQlJVFZWcmYMWPYuHGj3ufet28foaGhdO7cmfg7Zueenp5ERUXh7OxMUVERP/30U50owfnz5+nfv3+DgqkNi06cOJETJ0402bh68ODBtQ8JpqYMGTKkRevI+iKTyXSzYSNG/m0YBbMVcXNzIzQ0FBcXF0QiUZ3WUzU1NVRXV+vKHUpKSlCpVLi5ueHj44OpqSmlpaVcunSJw4cPt2oyxZ2Ym5pi37s3UBsStLKyIi8vD41ajaCqivQDBxCVlWGol8/AgQMJDAxk3bp1rS6Wtra22NjY6NZwz5w5o9d+Z28LplKppLS0lE6dOhETE4ONRkMHtZokPRyLjh07xrBhwwwSTIVCQUZGBhEREcTHxxMQEMDQoUOxtrYmMzOT1atX12uSvnPnToKCgujevTtXrlyp99gXLlwgJCSEBQsW8NZbbzW6XiiVSiktLaWmpoYBAwbg7+/PxYsX2bt3b7PXGY0Y+S9jzJJtBczNzXX9AIuKisjJydGt3WjfXzMzM8zNzXVlHxYWFkgkEgoLC4mLi+P48eP3vfBao9HQq18/RLdNvT08PKipqdGtb1Vdu1ZnRqQvfn5+TJo0qVUSfKA2IzMgIAA/Pz9cXFx0yUgymQwrKytee+01/XonajTMUihwVKuxsLAgODiYEydOIJPJyBQK2XC77rQpVq5cyb59+zh69Kje19C+fXseffRR5HK5rgn0H3/8UW8W7J08/PDD2NnZ8f777ze4jUQiYenSpaSnpzda12phYcGkSZPw8PDgm2++ITAwkJ49eyIUCjl58iR79uwxCqcRI/VgLCu5j2jt3r744gu9Z4ZWVlY899xzpKSksHbt2vs4uv/Hw80N+9vepG3btsXS0pL09PTam2ZpKbEHD9LY96HeY3p4MH/+/GY1IL6Tjh07EhgYiJeXFxYWFtTU1JCbm8ulS5c4e/asLhlp2bJlZGdn622A0E2pZPTtrN+QkBCqqqq4ePEiAOtMTbmpR8bsAw88QKdOnXjjjTea3NbKyoqoqCi6dOmCRqOhsLCQTz/9VO/myPb29jz77LN89NFHjYbiXV1dWbhwIVeuXGmyefVrr73GiRMn2LNnDwBDhgxhwIABqNVqfvrpJ70NEYwY+a9gFMz7REBAAOPGjWPlypUGzxC1N72TJ082mVHZUsxMTekybBjcrrV0c3MjPz+/dsaj0ZB+8CCFpaV6HcvFxYWOHTvi5uZGly5dqK6u5vr165SUlFBUVERBQQEFBQWNllXY29vTt29ffH19sbe3RyAQUFRUREJCAqdPn6agoKDe/bQzt7Vr1+p1oxdqNDwql2Oh0eDo6Ej37t05dOgQarWa6yIRW/UwMpBKpSxfvpzvv/++wbU5Hx8fRo0ahbOzMyUlJRw4cAAzMzMiIyN5+eWXmzzHnTz11FNUVVXx1VdfNbqdl5cXDz/8MEVFRXz22WcNvt8RERGEhYXxyiuv6GaUQqGQyZMn06NHD1JTU1m3bp3eZTBGjPzbMQrmfeLRRx9Fo9EYVHpwJ927d2fKlCmtFs6sD41GQ6++fRG5ugK1oqNUKnWh2Orr1+9pViwUCvH09MTb2xs3NzfdjFQikaDRaJDL5ZSWllJeXo5UKsXc3BypVIpEIqmzfqu6vYaoVqtRqVSo1Wpd5mRlZSVpaWmcPXvWoFnOQw89hK+vL6+99ppeIcV+NTWE357hDRgwgJs3b5KQkIAa+EpPI4MFCxZgamrKxx9/XOfvYWFhhIeHY2FhQUZGBtu2bSPrtlk9NC+c27FjR2bPns1rr73W5EOYhYUFTz75JGKxmPfee69BN6TXXnuNs2fPsm3btjp/d3Nz4+GHH6a0tPSeazNi5L+KUTDvEytXrmTLli2cO3eu2cfQOuI0NoNpCe3d3Gh7OxRrb2+PlZWVLhQrrKigOisLD09PXFxcsLe3x8LCArFYjFqtRiaTUVxcTF5eHhkZGSQnJzeZnQm1gmtra4uDgwN2dnY6FyETExOKi4s5d+5cs2c0QqGQ5cuXk5yczPr165vc3kyj4VGZDBNqZ2Wenp46H9JzYjEHTEyaPIbWou/dd9+lurqa0aNH4+fnh0Ag4NKlS2zfvr1esTIknHsnS5cuJTExUa9kI6FQyNNPP41UKuXtt9+uN/wbEhLCqFGj6o2E2Nra8txzz7F9+/Zme88aMfJvwiiY9wFbW1uWLFnCsmXL9F6jaoiJEyfSu3dvPvroowbDkc3B0tycjkOGIDQ1xdLSEnt7e2pqahAIBIhFIrpJpZiYmVFVVUVxcTG5ubmkp6eTlJTUZILKX4mPjw+PPPIIa9as4caNG01uP7Smhj63P6NBgwaRmppKeno6CuALqRSZHl1YXnzxRcRiMWa3369jx45x5MiRRvfR+st+8803pKSk6HVtUDtzNSScKxaLef7551EoFLz33nv1bvPyyy9z/fp1Nm3adM9rQ4cOZdCgQbzxxht6efYaMfJvxmiNdx8ICAigqqqqxWIJta2c7O3tefzxx3nnnXeafdOSSCR06NCBDh064OLsTJVEQqVEoguRqtVqlEolCoUCRUoKbx0//o9cu0pJSSEjI4ORI0c2aFp+J1ojAwFw8+ZNPDw8SE9PRwL0Uio53cgs09/fn6FDh2JlZYVGo2HdunV6h5CrqqrIyMhg1KhRfPLJJ3peXW05S0REBIMGDdKrK4dSqeSDDz5g2bJlhIaG1muQnpOTg5OTU73779+/n969e/PYY4/x0Ucftcp32oiRfxvGfpgtoFu3bvW2ZGouX331FRUVFXp1uxeLxfj6+jJq1CjmzZvHCy+8wOuvv86KFSuYMmUK3bp1o1qhIFcmIy8vj6qqKtRqNenp6eTm5lJ44wbHDh36R4qllmPHjuFyu0SmKUqEQhJv110mJiZiYmJCu3btAAhUqZDcFWkRi8WMHj2aFStWMGHCBG7evMk777yDQqHAy8vLoHFu27YNZ2dnrKysDNovNjbWoJ6WMpmMc+fOMXTo0HpfLygowNLSssH9v/76a8zNzVm6dCmut9e7jRgx8v8YZ5jNRCgU0q5du3uSKOpj0aJFnD9/Xq+2SB9//DEvvvgiCxcu5NNPP0UoFOLl5UXHjh1xdXWlbdu2ddYYKysrKSoq4tq1a6SmppKYmIhCocDVyQnH2zdby9tesTk5ObVlI2o16WfPojawhEQf7O3tcXR01PmJlpeXU1xcfF9mLGlpaQiFQoRCoV7JP2fEYnxVKlQqFYWFhXTq1In8/HzMNRqClEqOm5hgb29PdHQ0HTp0QC6Xc+rUKfbv368b/4ULFwgODmb37t16jzMrK4vS0lKioqL0WnPVcujQIQIDA/W+PqgV56CgIBwcHO4J7efm5hIYGNjgviUlJbz++uvMmjWLhQsXtloPzJYikUh0a+G3bt1qdWMMI0b0xSiYzSQqKgqFQqHXupSdnZ3ePp4KhYKPP/6YZ599ltdffx2RSIRardatMSYmJpKamkpSUlKDYds2ZmY4BgQAtTOltm3bUlJSokv2KLt0Se8SEn0JDQ1l5MiRCIVC3bUKBII6M2VtpqzWgFsmkyGTyaisrKSiooKSkhIUt5s/V1ZW6v7eUNi7ffv2usxbfcgRCskUCnFXq7l69Srh4eE6Q/fRdnb0nzEDazc3CgsL77Gt07J792769u1L165dDTKWP3jwINHR0QaJX3FxMVBrm6ivPaJSqUSlUmFvb3+PYMbHxzNhwgSsrKwarBdWq9V89913BAUFMXbsWKysrNi8ebNe525tzM3NmTx5Mh07dkSj0aBSqRCJRPz2228t7vFpxEhzMApmM3B0dCQoKEjvG4mJiYlemaVaSkpK+OCDD/Dy8qqdMZaX012lorNKhTXgJRBQJhJxQyiE22uTGo0GqzZtsLW1pW1wsO5YLi4u1NTUUFRUBIAqJ4eklBTdmibUzpYDAgL0tpy7m5CQEEaPHs2ePXs4fPgwAF26dGHq1Km8+OKLCIVCrK2tdRZ31tbWWFpaYmFhQZs2bbCzs8PZ2RlbW1vkcjkikUg3cxTclYyjVqt1/7Q899xzyOVyXa9PrQVhZWUlJSUllJWVUVhYSElJCUfFYqbe7pZx8+ZNOnfuTKdOnRCLxVxISOCDX39tNOlKoVCQmppKZGSkQYJ55swZRo8ezeDBg9m/f79e+9jb2wNQauDDjUgkqvcaKioqqKysZODAgU2at585c4bS0lJdq7JffvnFoDG0FCcnJx577DGqq6v5+uuvdU0Hhg4dysSJEzExMTE2kjbyp2MUTAOxsLBg4cKFuvrBpujRowcCgUCvTM47KS4upri4GDu1mukKBVZ3hE8dJBK8bGzIsrMj3tYWExsbsLKCuzpwODk5IRKJdHWBgqoq4s+fv0eEHnzwQTp37twswQwODmbMmDHs3LmTY8eO6f7u6uqqm9Gq1Wrd9TSEv78/48aNY8WKFfW+LpVKadOmjU5kzc3NiYyMRC6Xk5KSorMdtLCwwN7eXlfCIpVKAXQzXY1Gg/eZM1jl5Oi6ZVRUVHDx4kUq1GpKTE11DyENsW3bNhYvXqwzc9cXrQ+sPoIZEhLCiBEjyMjIMMgQQ3u9DT2gnTp1isGDBxMTE9PkrFXb49LPzw9fX1/Onz/PoUOHWj2LViKR0KVLF3x8fPDw8MDe3h6RSER5eTlvvfVWnW3379+Pqakpo0aNMgqmkT8do2AayJQpUygoKGDNmjUNbiMUCunYsSMBAQF069aNmJgYg9fwNIDA1JQIU1NElpaUWFkhs7Ghytqamts3RQAHgYCSem7w1tbWmJubA7WChUZDxpkzyG/bxGlxdHTEz8+PH374waDxQa2HbHR0NHv27KkjllBrmVdSUqL3sTp06NDoTEobvtUKgVAoZPz48fz8888NhsUlEgkrVqzgxRdf1P1/W1tbfCwtmVJSglwup127dtjY2KBSqTADuqlUXGyi9VdeXh5FRUVERUXp3W4M/t9cvUuXLvcYRYjFYvr160fv3r1xdHREo9Fw/vx5g8Ohtra2jdobHjhwAC8vL5588kl2797doKHCkCFDGDRoECqVilu3bmFra4u/vz/9+/entLSUixcvcvTo0WaJp7OzM6GhoXh7e2NpaYlYLEapVFJRUUFWVhYHDx5kxIgRpKWl1bv/rl27CAkJITAwUK+HViNGWgujYBqAvb09Xl5efPTRR7q/WVlZ0b17d7y8vHBycsLa2hoTExPUajVlZWX8+uuvOu/S+tAAmJujtrJCY2WF2toajaUlGmtr7MRiklQqqtVqGprzWAmFaCwtkd52zxGLxbrZVFFREXZ2dpiamlJ47hwFt8OydzJr1iwyMjLuuYE3hVgsZuLEiZw9e1YXhr0TNzc3vZKctLi6uhqUzBEQEIBKpWp0DVmpVNaZTSsUCvLy8sjLy8NFLsdHraakpISwsDBsbGwoKSkhQKnkokjU5CzzwIEDTJgwwaA1SYVCwY0bNxg+fDjXr1/HwsKCAQMG0K1bN2xtbXVdTn788cdmN942Nzdv0g/4m2++ISwsjBEjRuiWFm7cuIFYLKZ3794MHToUc3NzDhw4wMGDB7GwsGDp0qW6sphBgwYRFBTEgAEDqKioIDk5mRMnTtRxOLoToVCIv78/ffr0wdXVFRMTE0pLS0lOTiYhIYGEhIQ62do9evTAysqqQbtItVrN9evXGTx4sFEwjfypGAVTDzRiMar27fGJjCRZKGTE+PG42NrSpk0bhEIhCoWCkpISsrOzOXr0KNevX7+n6F8DYGaG2sYGjbV1rTBaWaGuJ5SqxU6lQgMoAYlAoBPEO9f4ACQWFsgEAl1WamVlZZ1u9vYKBScTE+8JxQ4cOBArKys+/fRTg9+TKVOmUFNTU+8MSCqVIpVKDQrx2tjYcOrUKb23DwwMbPAGrUWtVqPRaHQzmDs5Jxbjo1CgUCgoKyujU6dOnDlzBnuNBi+1mhtNtP66cOEC0dHRDBs2TGdqrg8nT55k2rRpLFu2DHNzc6qqqkhKSmL9+vU6q8KWkJ6ejkAgoGPHjo26Rh07dozLly/z0EMPMWfOHN13o6amhhs3bvDjjz/qRKyiooLi4mIiIiL48ccf+fXXX4Haz6x///506dKFXr16oVQqyc7O5tatW1RVVeHk5ISLiwtt2rRBqVSSm5vL7t27OXPmTKMRlyFDhpCSktKoccaePXt4+umn6/1sjRi5XxgFswE0IhEaGxs0IhE1vXqhsbWlukMHrpibU+HlhTA9ncotW0i7fv2eGYZGLEZjb18rijY2OpHU6GH0bWZmhp2dHdbW1njJZFjLZLSpqsJEoUCj0eh6a8rlcmpqalCpVBSUlFDdwIzIvLISU0vLe8RSKpUybNgwDh48aHBYrX379nTp0oVvvvmm3teDgoKQy+V6d24RCoVIJBKDZlUuLi66G3dTSCSSe26qaUIhtwQC2mo0JCYmEhAQgEQiQaFQEKBUNimYUNvwOTg4uEnB9PX1JSQkBE9PTyQSCbdu3SI+Pp5jx461et9TrUfwkCFDmrRZLCkp4YsvvgBqvw9isbhBkTpz5gyDBg26Z//t27ezfft2hEIhgYGB9OrVS3edZWVlnDt3jtjYWIOaoNvZ2TXpvVtQUIBSqaR3797GWaaRPw2jYN6FRiRC2aMHKi8v1BIJajc3NBYWCIqLaWNhwbWrV///x+/ri1ggQFhWViuO2pmjhUWT57GwsNAJY5s2bTA1NUV8e6apUqlQKBRU3ryJoKyMqooKzORyoHaNqrKysk7YrUYrhkolmtJSakpLkZWXU1JYSPuBA3Hz9b3n/DNnzqS8vLxZdXbTp08nOTm5wXBot27dDAqvduzYURfC1oeuXbsCEBcXp9f2Eonk3ocCgYBzYjHDa2ooLS1FLpfj6+vL5cuX8VarsVOrKWrCPKKhEhNtCDIoKAgXFxeEQiF5eXkcOHCA06dP33eziCNHjjB58mSDZl9NJRYdP36ciIgIevToUW+5jVqtJiYmplUScUQiEZWVlU1ud/PmTYKCgoyCaeRPwyiYd6ARClEMGIDawQGNUIja1bU2ZApY+fiQLZXSuUsXrK2tSUxMBBMTlN26NXpMiUSCvb09tra2WFpa6p7kNRqNzty8srKS3NxcioqKKC8v1+0r1mgIVCqx0Ggw045Ro0EiFiO6dQvz2yUTOZWVlJSWUl5Vdc9MMiUlhYDbNZlafH198fT0NMiqTcvw4cMxMzPjf//7X4PbODk5GRSm9PX1Nci31t/fn1u3bum1rUajwaQB27urIhEDlErMNBpu3LiBr68vAoEAjUZDH5WKfU0IpnZNMjIykuTkZEJDQ+nVqxcODg6oVCqys7PZtGkTsbGxel9ba3D58mXGjh3L5MmTDTJKaAylUsn169cZPXp0vYLZmlRVVdG5c+cm7Qd37NjB3LlzmTp1Kj/++ON9HZMRI2AUzDqofHxqxdLUFJW7OxpTU+D/w6R55eWUFxbS2dUVJycnYmJikN+e+Wm7c9jZ2elKHyS3PVw1Go1OGPPy8igoKMDHxwc7OztiYmIaTNJQajRklpcTUlSEW3Ex4rIyAry9keXlkRQfT4VAwB6JhNLbN/a7xRIgISEBkUiEVCrVzSImT57MlStXDHZMsbKyIjw8nK1btzY4S3J2dkYikRjUvUXbm1Nf3N3duXr1ql7bajQaXFxc6q1LVAoEXBSJ6Hd77a1Tp054eXmRmppKD6WSY2Jxo6bsUqmUoqIivLy8WLFiBXK5nBs3brB161aDjNbvB7/++iuzZs3C0dHRoHBoY2zatImXX365wVlma6F1U9qyZUuj26WlpbFmzRrmzZvH7Nmz+f777+/bmIwYAaNg1kHp44Paygq1qyua2yJka2uLra0tFRUV3Lp1C4FMRt6RIwQGBhISEoJMJkMqlSIUCtFoNNTU1CAUCikuLiYnJ4fq6mr69u17T9uky5cvEx4ejp+fHxfPnUNYXo6gtBRBWRnCsjIEZWUIKioo1Gi4olJhqVTirlZj4uCA2MqKOJGIEyYmlDeRzalQKFAqlfj6+hIXF8f48eMRiUT89NNPBr8/s2fP5tatW5w+fbrBbYYPH95k8+i7sbe3N6itlFQq1TtBJjU1lWHDhjUYvo0ViwlWKhFSa07u7u5OamoqJoCfSkXMXQlZUqmUAQMG0KtXL2xsbKiurubcuXOcOHGi1YSpNUhISCAzM5MZM2Y02L3EUKqqqv6UWeaePXvo378//v7+TTr6pKens3r1ahYuXMj06dMbjXwYMdJSjObrd6C2sUHt7IzmtsOMk5MTNjY2FBQU6GZAGlNT3XpNeXk5pqamXL9+naNHj3Lw4EHOnj2LRqMhPj6eW7du6dZibGxsQK1GWFyMKC0N8cWLpH/zDQ8KhQQmJmK6dy+SmBhMrl9HlJ1dK6C3Z543RCI2mJqyWipls5sbl4cPZ7dE0qRYaikvL8fb2xt7e3sCAgLYtGmT3qUQWgIDA3F0dGzyKd7Hx8egZslQO4M3pKxFJBLp7X7zxx9/6Pxt66NcICDhdoJPcnIyYrEYBwcHgNruJhoNEomEYcOG8dxzz/HKK6/Qt29f0tPTWbVqFa+99hq///7730ostaxduxYbGxvCw8Nb7ZibNm3C0tKSqKioVjvm3ajVahITExkyZIhe2+fm5vLVV1/RuXNnHnjggfs2LiNGjIJ5B4KaGoRZWYhFItq3b49UKiU7O1u3riiorkacmorgdmgzPj5eZ0NWc9sQoHPnzmRkZFBTXIwoJwfxtWt0yc+n782bSDdt0gmjOD6evAsXuHL6NJMefFDn0NIYlQIBV3JzMbO2Nui6CgoKcHV1ZdasWeTm5uqdLKNFIpEQFRXFiRMnGnW2Cb5tyWdIONbCwgKBQKD3miTU3lDt7Oz02rawsJC8vDzGjRvX4Dbn7ki2Ki4upkOHDohEIvw8PXl75kxWrFhBaGgoWVlZfPTRR6xYsYKff/65VfuW3g+qqqo4ePAgkZGRen2/9D3mr7/+SlBQEC+88ILOvq+12bp1K3Z2dtja2uq1fWZmJj/88AP+/v6tdq1GjNyNUTDvQJSVRVtTU/ydnFCpVGRkZOhCi8KiIkQ3biC+dg3JgQMICwupqKhApVLh064d4qQkPHNy6F9WRv5HHyHdvh3JsWOYXL6MJDubTu3aIahnVrd582aqqqqYM2eOXmNMTk5GJBLpMmr1IT09HUdHR+zs7AxyptEyffp0ZDIZO3bsaHS7wYMH690nUktFRQVyufyekoXGyM/Px9/fX+/tt23bRvv27XXOR3eTIxSSczsEHx8fj5mZGQMHDsTDwwPzy5f59NNPefXVV/npp59afSZpa2tL165d9RYGQzlw4ADl5eXMmjWr1Y558eJFXn/9dSoqKnjmmWcabCfWEoqLi1EoFHTq1EnvfRISEqipqcHPz6/Vx2PECBgFsw4D27WjT69eyLOzybl6FbVajUCjQZSdjSg3F4FSiTgxEWFFBZL9+zHduZMu8fEMKy/H5MIFwhwdSTx+HM3tRCAtmZmZujBffXzzzTe4urrSuXPnJscok8lQq9UG9WS8fv06QqGQH374weC6v44dO9KhQwe9rPOsrKzYtGmTQccHuHLlCn369NF7+x07dtC+fXucnZ312l5bBB8dHd3gNtpZZlVVFXK5nNLSUg4fPkzWyZOomzBIMAShUEhwcDALFy7kjTfeYMmSJUyZMoUlS5awbNkyevXq1Wrn0rJu3To8PDzo0qVLqx1TJpOxevVqtm/fzqBBg3j55ZcZMGBAo/tYWVnRpUsXwsLCsNCj9KqyslLvz1iLUqnEzMys6Q2NGGkGxqSf28yePZuOHTvy45YtXDM3R2hiAiIRwry82hCsUonk1CmEt9fOBICgvJzSjAzdU7CPj0+9NnEJCQn069evwXMXFBSQkZHBsGHDiI+Pb3Ks1dXVeHt7N1mYriU3NxehUGhQ2BNq7e+mTp3K1atXm2yUrQ3NNcdbdPfu3fTp06feHo71cePGDTIzM5k6dSrvv/++Xuc4cOAAUVFRDVrZJQiFlAsEWGo0JCcn0717d922/kolO/UwnWgIqVRK//798fPzw97eHpVKRWZmJj///LMueUYqlTJmzBgefPBBxGKxQWHtpigsLCQ/P5/x48fz+eefG2QY3xQnT57kwoULjBkzhqFDhzJ06FCuX79OTU0NDg4OOk/jO2uM1Wo1ERERfPfdd402JSgtLdU1+dYHW1tbzMzMDI5yGDGiL/95wTQ3N2fRokWYmZnx2WefkZ2djdTUFKW3N+rsbABE+fmIUlMR1JP5mZaWhr+/P2ZmZpibm9fbJSIlJQWhUNhoH8K9e/cyd+5cndtMYxQXF+Pi4mLQdSoUCnx8fAxqM/bII4+gUqnYsGFDk9u6uLg026KsoqKCwsJChg8frneW4/r163nhhRfw8/PTa002JiaGkSNHNmhlpxYIiBWJCFcqycvL03XPSEpKoqtKxWGNhio9k6yg9uY9YMAAunTpgpWVFTKZjJSUFDZt2lSvqbhMJmPjxo0UFxczfvx4UlJSmi1sQqEQPz8//Pz8cHd3x9zcnJqaGqqqqliyZAmVlZXEx8dz6NAhg74PDaEd+8aNG4mOjiYoKIji4mKKiopIT08nKyuL9PT0Omb8U6ZMYe7cubz77rsNmvTfunULb29vvccxbtw4CgsLjQ2mjdw3/tOC6enpyZw5cygtLeWtt97S1SkK5HJMrl8HPTI3KyoqEAgESKVSqqur662pVKvVKBQKunbt2mBJRmpqKgqFguDg4Hs6f9xNXl4enp6eTV/gXeN0d3fX29914MCBtG/fng8//FCvjFqRSNSk6XdjnDx5khEjRui9fVlZGXFxcYwdO1bvJKazZ8/Sr1+/Bk0V4sRiQpRKxEB2djaurq4kJSUhAvyUSk41YIAAtQ9e4eHheHt7065dO0xNTSkvLyc+Pp4jR47oLUz79++nZ8+eTJ06ldWrV+u1jxYPDw9Gjx6Nm5tbrWViQQFnzpzhzJkzOvHVGr736NGDPn36UF1dTXJysi4jXKPRUFVVxfnz5/Xu26lFKBTSvXt3bty40aBtopYNGzbw1FNPMXv2bD788MN6tykqKtK5OjWFRCKhQ4cOej3cGTHSXP6zgqnt1nDt2rUWuaGoVCoEAoHOoKAhSkpK8Pb2brSGMS8vj86dOzcpmJmZmfTo0cOgcRYWFjZYWnE3Li4uREREsH37dr0zQcvLy3X9JZvD6dOnGTVqFL169Wq0u8udbNq0iVdeeYXhw4eze/fuJrffvXs3/fr1a7C+r0og4LpIRI/bXVDat2+vK/z3v12Tqb5jlung4MCAAQPw9fXFwsKC6upqKisrMTExYeXKlc3uG/njjz+yePFivL29dY2TG0IoFBIWFkZoaCiWlpZkZ2ezZs2aBkOdFRUV7Nixgx07dmBubs7AgQMJDAyksrKSP/74A6FQiJeXFwMGDKB///58/fXXZN+OtDTFE088gYmJid6/pw0bNrB48eIGXy8qKkKiZyh88uTJVFZWcuXKFb22N2KkOfwnBXPatGl07dqVXbt2NSlOTaFSqYDaLg+NZa7evHmzyQSG7OxsvRJ/kpOT9b6RaMnJydErsUYsFjN37lxSUlIMMhMoKyur12lIX9RqNWlpaQwYMEBvwVQqlezfv5+IiAgOHjzYZChbqVQSHx9PREREgwXx58VieqhUmJmZUVhYiI+PD3l5eVhoNPiq1Sg6daJ///54eXlhampKaWkpV65c4ejRo7pZ3Ouvv06fPn2a/d3Ky8vj6tWrPPzww+zbt4/4+HjkcjkKhQJLS0tcXFxwcXGhY8eOODg4oFaruXLlCjt27DDIYrCqqoqdO3fSsWNHCgsLde/JuXPn2LRpE7NmzWLhwoV8/fXXTTZAf/jhh7G3t+f999/Xu+F1Xl4eGo0GZ2fnesOo+fn5ej2E2dra0qVLF9auXavXeZuDUChk0qRJbNu2zaD32Mi/i/+UYJqbmzN37lzatm3LV199RXp6eouPqZ1h1tTUNOhZCrXrmE1lKRYXF+tVQ1ZYWIhGo7nH9Lsxrl+/Tnh4eJP9Gx955BHUarXBNmPl5eUtEkyodXh59NFH69j4NcWRI0fo378/kydP1iuTd8uWLbz44ot4eHjc8/nb2NgweMQIAkpLsb5jXU3rxRvk4UFC//4UFBRw7NgxTpw4Ue844+LiCA8Pb9HD2Pr164mKimLw4MFERkbWeW+VSiUymYysrCz27t3b7N6ZWkpKSmqNNe5ArVbz3XffMXPmTKZPn85rr73W4P729vZ07NiRzz77zOAsbJlMRlBQUL02eAUFBQgEgiZN5KdMmUJ+fv59S/axsrLi8ccfRyKRcPDgQaNg/of5zwimr68v06ZNQ6PRUFpa2ipiCf8/w1QoFJiYmDQYmr127Rrjxo1r9Md/69atRkX3Tm7cuKELKetDeno6SqWy0f6N8+bNw93dnY8++shgJyCtcNjb2zc7kSQjI4Pq6mqGDBnSZM3nnfz222/MmjVLryzbsrIysrKyiIqK0vUBDQgIYODAgdjb21NaWsrm3btpf/o0tra2dO/enTZt2lBRUUHWqVOs3rmTpkz5tm3bxvLly/Hx8WmRp+zWrVvZunVrs/fXl8LCwgajHz/++CPLly/ngQceYOPGjfVuEx0dTUFBQZP9Setjz549REdHc/LkyXs+O6VSiUajoV27dg1aITo4OODm5tasRgL64Ovry/Tp0yksLOT999+/751mjPy9+U/UYY4ZM4ZZs2Zx6dIl3n//fezs7Fqt3k0rftrEnoZqwCoqKlCr1fj4+DR4rNzcXL3XAX///Xfatm1rUJ3aiRMnCAsLu2cWa2VlxZIlS3B1deWTTz5ptoONUqk0uG7ubuLi4ujdu7dB+yQkJHDz5k2mTp2q1/ZbtmzBxcWFGTNmsHLlSsaNG8etW7dYtWoVb7/9Nj/FxlJK7RpafHw8YrGY2NhYcnJy6K3HDVMmk5GRkcGoUaMMuo6/iry8vAa/t0qlkp9//hl/f386duxY7zZeXl6Nrs03RkxMDJmZmcybN6/B8zs5OTW4/9ChQykqKrovmbGRkZHMmjWLixcv8uGHHxrF0si/WzAlEgmLFy+mb9++/Pzzz2zcuJGysjJiY2MZO3Zsq5xDrVbrwmWVlZUNuslArWj61tObUsudmYxNUVhYyM2bNw26jj179lBZWcmTTz6JhYUFHTt2ZNKkSbzwwguoVCreeeedFjnZyOVyvROLGmLfvn20adPG4LKZ9evX4+jo2OQacEhICA899BAajQY3Nzf27t3LsmXLWLt2re5BQSMQcOH2enR+fj5KpZIOHToA0EWloo0e2cBbt27F2dn5nlCnFqlUSlBQkAFXeP/Izs5uNLJx7do1Ll68yIwZM+75fg8ZMgShUNhswQT49ttvkUgkPP744/e8JpfLG63FbNeuHTdv3mz2uetDLBYzZ84cBgwYwMaNG/ntt99a9fhG/rn8a0Oynp6ePPzww1RXV/POO+/UWVvZtGkTPXv2ZPTo0Wzfvr1F59GaqwuFQkpKSrC1tW3QIKCgoAA3N7dGj1dTU0OXLl30aoq7ZcsW5s+fj4WFhd7rKh9//DELFy5k6dKlaDQaiouLWyX5CWqTSAwpNG/oGAUFBURGRhq0jlpYWMi1a9eYOHEir7/+ep3XnJ2dGT58OD4+Pmg0GhITE+sIZH1cEonoX1OjKzFxc3MjMTFRV2JysonQeU5ODsXFxURFRenWVh0dHQkLC6NTp05YWloik8m4cOFCs+tXW4ubN28iEAgarQH+5ZdfcHFx4aWXXiI+Pp7y8nI8PDxwcnJi9+7dBofw70ShUPDRRx/x9NNPs2DBAr788kvda5WVlY361RYWFjb5mzIEX19fpk6dikAgoLKyssluKUb+W/wrBTMiIoKBAwc2WDKiVqvZtWsXo0aN4uDBg81O/4fa8JtGo8HJyYlbt27Rtm3bBh140tPTdQblDVFaWkqHDh30Esy0tDRKS0sZN26c3gX/VVVVvPfee00m/zSH5OTkVvHxPHbsWKM2dg3xyy+/sHz5ciZMmMCOHTsYOHAgffr0wcLCgoKCAv744w+9HXSqBQKuiUT0VKlITU2lffv2ODk5cfPmTXqrVJy+q8SkPvbv38/EiRN55JFHcHd3RyKRUFpaytWrVzl+/HirmAa0Bmq1GrVajZubW6NlLB9++CGRkZH4+vri4uJCVVUVH3zwQatcR3FxMZ988glPPvkkc+fO5euvvwZq1/Ubs5X8/fffWbp0KU899RRr165tkYvRlClT6NGjBxcvXtTNqF1cXPRuJWfk38+/SjDFYjHz58/H1dWVzZs3Nyo6J0+eJDw8nKlTp+p+nM1FoVDg6elJUVFRo1004uPjmzQZT05O1rtYG2rDrA888ECTmYR309piCbVuRX379iUgIKBF1m5nz57VOcY0ZLQglUpxdnbG2dmZtm3bYmtri7W1NQqFgoCAAAICApDJZFy9epXdu3c3K7PxvFhMz9tWbkVFRXh7e3Pz5k1dicn1JtabL1y4wMiRI3FwcGD//v2cOnXqL59NNoRCocDZ2bnJus89e/Y0mDTWUgoKCvjss8947LHHeOGFF/j8889JTU1tcO0Uah8A33//fWbPns0zzzzDBx98oLdoisViunXrRteuXenYsSNSqRSlUkmvXr3w8/OjqKio1cO9Rv7Z/GsE08XFhXnz5qFUKvV+6v3pp59YsGABbm5uzcrw01JWVoaXlxdxcXF4eHg0uF1mZiYCgUBXDF8fJ0+epG/fvnpZ5AHExsYSFRXFqFGjmuxQf7+RyWScOHGCsWPHkpiYaHCJwZ2kpKQwZMgQ3N3dsbGxwcrKCnNzc6RSqa7eVa1WU1NTQ3V1NRUVFRQXF5OSkkJhYSH+/v64u7tTXFzc7DKAfKGQTKEQd7WahIQEQkJCMDc3p6qqij5KZZOCCbUJSR06dGiVkPf9pDXC6a1Bbm4ub7zxBo8++ihLlixh7969SCQSbGxsGrTQKy4uZtWqVTz99NNMmjSpTkgXanMCOnTooIsS2Nra0qZNG4S3O9QUFxeTnJxMVVUVWVlZLf7uGvn38q8QzPDwcIYPH05KSgrff/+93rOn9PR00tPTmTJlCu+++26zz3/jxg18fX05ePBgk/0By8rKCAkJYfPmzfW+XlBQgEwmY+jQoezcuVOv8x87doxBgwa1qmAKhULMzc0NFpsdO3bQoUMHnnrqKd56661mZRZKpVJcXFywsLDA29ub8vJycnNzKSoqIi8vj5ycHAoLCxv9nE+fPs2gQYMYMmQIBw4cMHgMWs6LxbgrFFRXV1NVVYWvry+xsbG4qtU4qdXcFDaeN7dnzx78/f31Npb/qygvL79vvS0NRSaT8eGHHzJq1CgiIyPRaDRERETw66+/NriPUCikoKAALy8vpk2bhoODA1ZWVpiamiIQCFAqlVRWVlJcXExCQgIFBQWMHj2aF1988U+8MiP/dP7RgikUCpkzZw5eXl7NTlxZv349L730EoGBgXqtG9bHxYsXCQwMJD8/H1tbW0xNTZHf1eJLS3x8fJOZnBcvXsTf319vwTx48CCDBg1i4MCB9XZLMZSuXbvy4IMPkpOTw5o1awze/9NPP+X5559nyZIl/PDDD2RkZOi9r4ODA48//jiVlZVUV1eTkJDQ7FrEQ4cOMXjw4Ba9L4l3dDFJSUmhR48euvXfPkolO5pwXCorK6OoqIihQ4fy008/NWsMzUEqldKxY0c8PT1xdnbGzs4OMzMzXTZsTU0NpaWlJCYmEhMTQ1FRUasmz7QGO3bsYM+ePUybNo1evXpx8uRJcnJy8PHxwcfHBxcXF9q2bYuFhQUmJiZoNBpdklB+fj6xsbGkpqaSlZVV78PVqFGjcHV11dv6z4iRf6xgOjg4sGDBAoRCIZ9++mmz67AqKio4c+YMo0eP5vz5881a29PahnXo0IGMjAy8vb253oBx+9GjRwkKCmq0c8mePXvo27evQaHiCxcuEB4e3iLBNDc3Z+bMmbRv356LFy82WKjeFGq1mg8++ICZM2fy6KOPkpOTw9atW5s0i/D19WXGjBlkZGTw1VdfERUVhZ+fX4uK9+Pi4ujfv3+z3xeNQMAFkYgBSmWdEpPExES6qFQc0qOLSUZGBu7u7s06vz5YWFjQs2dPfHx8cHZ2xsrKCpFIhEqlorKykqKiIq5fv052drZultuuXTt8fX3x8/MjNDQUtVrd4EPeX4lSqWTt2rXMnDmTefPmIRaLdQbxJSUlJCcnk5GR0awwqlwux9vb2yiYRvTmHymYwcHBREdHk5mZyddff93iRIqtW7fSu3dvoqOjGwyVNkV+fj4hISGkpKTg4+PToGAWFhZSVlbG8OHDGwwxyWQy8vLyiIyM5Ntvv9Xr/Dt27CAwMFDvdld3M3DgQIYNG0ZZWRmffPJJiwvBFQoFX3/9Na6urowdO5YFCxZQWlrK3r17603VDwkJ0T20aJtQ79+/n379+jXoNaoP27dvx9/fH19f32Zbp8WJxYTe0cXk7hKTxrqYQO16bLdu3Zp17ruxsrKie/fu94ijQqGgqKiIlJQUEhISiI+Pb/R3kZ6erouoiMVihg0bRlhYWKuM8X6wbt06nn76aaytret0FmoJ5eXluLq6tsLojPxX+McJ5syZM/H19eXAgQMtWpu6E7VazbZt2xg/fjz79u1rVpLIxYsXGThwIPv27ePBBx9sdNszZ84QHh7e6DZHjhxh4sSJepd/KBQKEhISGD58uEGC2b59e6ZMmYKlpSUHDhzg4MGDeu+rD9nZ2Xz22WdYWFgwduxYJkyYQFRUFKdOnWLfvn2o1Wqio6MJDg6+J6xeVVXFrVu3iIyMbLaxtkwmIz09nREjRjRbMO8uMfHw8Gi0i8ndxMfHM2HCBIMzmbXi2KFDB5ydnbG0tGyWODaFUqlkz549hIeHN5pc81fz0UcfsWTJEp566ineeeedFmd6FxYWNlqyYsTI3fxjBNPW1pZHH30UU1NTvvzyS4PWxfTh3LlzDBo0iGnTpt2TZacPJ0+eJDIyUmfCrq3Zq48jR44wZMgQOnfuTHx8fL3bxMbGMn78eEJDQ/Vem928eXODxuJ3Y2FhwbRp0/Dw8CA1NZVPPvmkRfWoTVFRUcH69esRi8VERkYSEhJCWFgYpaWl2NjY8MMPP9T7Xpw4cYLRo0e36Nxbt25l0aJF2NraNrtO78IdJSb1dTFpLGNWa4vYsWPHBiMPVlZW9OjRQzdz1IqjXC6nuLiYpKQk4uPjSUxMvC+lKVprR19fX2JiYlr9+K2BWq1m1apVvPDCCzz55JMN9tHUl5ycnPsaKjfy7+NvI5jm5hratVMhEEBhoZCysv/PPuzVqxcPPPAAeXl599UA+ccff+SJJ57A3d2dzMxMg/ZVKBSUlpYSHh7OpUuX6NmzZ4OCqVQqyczMZMiQIQ0KJtTOTPr166e3YGqNxaOjoxs0oxYKhYwfPx5/f3+Ki4tZvXr1n7qGo1Qq2bFjB7t27WLJkiWYm5vzySefNFhmc/r0acaMGUPv3r2JjY1t1jm1GbZRUVGsW7euWcfIa2GJSUVFhU4wteLYoUMHnJyc/nRxbAhteVRTgunq6oqPjw9mZmYcOnToT/VYlUqlHD16lIiICObNm9espDQtycnJDBo06L6YeBj5d/KXC6ZEoiEgoAYvLyW194ba0FZenpCzZ00YM2YKfn5+HD9+3KAOFoZiZWXF5MmTAZg4cWKznl4vX75Mnz59+Pbbb3nooYfYu3dvg9vu37+f2bNnNxqm2717N88++6xBYbLNmzfzxBNP1Ns1JDQ0lOHDh6NSqfjtt9/+MtsvsVjM4sWLkUqlrFq1qslkjbS0NMLDw5stmFDrUdscg4c7udCMEhOpVEqPHj0QiUQEBAQQFBSkE8eioiISExNJSEj408WxPgQCAT179tQV7aempmJqakqbNm2wsbHB0tJSl40ql8sRiUR4e3vzxRdftPpYbG1t8fT0xMXFBWtra9q3b4+lpSVCoRC5XE5hYSEeHh5ER0c3u5zqxo0bKJXKFifLGfnv8JcKpkikYeBABXZ2Knx8VGg0UFQkpKREgLu7mOjo/lRV+fDdd981aDfXGoSGhjJy5EgKCwtZs2YN8+bNa1abqgMHDtC/f38ANBpNozPVpKQkFAoFQ4YMadA5pbCwkNLSUkaMGKF3SUJOTg75+fk88MADutCyt7c3kyZNwsLCgpMnT97XB4+mkEgkPPPMM4jFYt599129wsD79u1j/vz5eps51MfFixcZO3YsERERepfr3I2+JSbasHOvXr2wsLCgpqZGJ0DJycl/C3G8k6CgIIYNG4ZEIuHrr79GJpMxePBgfHx8UCgUyGQybty4QXp6OsnJybqw9kMPPdTi7jTa8/fu3RsbGxvatGmjK31RKpVUVVVhaWlJcnIyf/zxB4mJibrZYI8ePXjooYfYtWtXi74XgwcP5vjx43+rz8TI35O/VDA9PVXY2qqxtNQgFtd2gHB0VOHl1Ya2bX2oqChky5Y3SUpqujtEczA3N+eRRx7BycmpThLRrVu3GDt2rN4ZqlpkMhkFBQVERERw9uxZgoODGw3tXr58mYCAgEatxk6fPs3gwYMNGscff/zBvHnzcHNzIzo6Gjc3N5KSkvjwww9bJbuwuZibm/PMM8+gVCp555139L7JpaWl6W7iu3fvbvb5z5w5Q1BQULMFU91Eicl1R0eGRkfj6emJXC7n4sWLHD16tEX+pveTIUOGEB4ejlgs5tq1a2zatEn3/fjxxx+b3L8l2cva/efOnYupqSmZmZnEx8eTnZ1Nenp6HZOHl19+mfT09HuWLy5fvsykSZPo0KFDs5to//777/To0YPHHnuM1atXG0OzRhrlLxVML6/a5su2tv8viG3btr1do5hDZmYRrq5iwBRtqLa1CAgIYOzYsZSVlfHee+/Vuant3LmT6dOnI5VKDRaYEydOMGbMGH799VeeffZZduzYQXV1db3b7tmzh4CAgEat8rTrNT169ODy5ct6jeHGjRsUFhaycOFCbt26xUcffdTstl3adbqWYmVlxaJFi1Cr1bz33nsGP81fvXoVf3//Fgnm3r17CQ0NbdF66J0lJjk5Obi6ulJdXY2Hhwfd/fy4aG7O+vXrm30D/zNwdXXlkUcewcTEhOPHj7N3795mCUWbNm3Iz89v1hgkEgmPPfYYWVlZfP31142eXyaTNejRrFQqG2yhpi+ffPIJixYt4sUXX2TNmjV/a0cmI38tf6lgtmmjwcREg4VF7Y/Fzs4OCwsL8vLybttYiZBINIjF0FrREolEwpw5c3B3d+f48eP1zjauX79OdXU1o0ePNrgXXkxMDFFRUXTq1ImEhAR69+7NyZMn6922oqKCW7duMXz48AaTUdRqNWlpaQwaNEhvwQTYtm0bM2fO5LPPPtNL9KVSqc6EWrtuJJFIEAgEVFdX87///U9n0GAotra2LF68GJVKhVwub1boa+/evfTp06dFFnNKpZLExESGDh3abMHUlpj4CwSYmJggEono2LEjBQUFXPruOz7RaJrsYvJX0rlzZ6ZPn05KSgpr165t0YxKrVYjacLpqCEmTpyIXC7nq6++anLbioqKBkWxpqYGS0vLZo1BS3FxMW+99RaPPPIITz31FAcPHmT//v0tOqaRfyd/aQNpuRzs7P7/B2ttbU1xcTGVlZWoVALKygSoVKBStc75evTowbJly7C1teXjjz9uNDR39OjRZreq0iapxMTENNnO6/jx4412YwA4deoUzs7OSKVSvceQkJBAZWVlvW2yrKysCAkJYdq0aTz33HOsXLmSV155hXHjxuHu7k5+fj779u1j9erVLFu2jPT0dObNm8eMGTN0xuf6IBQKGTNmDM8++yz5+fl88cUX2NjYGHQdWsrKyiguLiYiIsLgfe9k69at2NnZNXvtzdnZmW6zZzNgwADatm1LVVUVMpmMy5cvY1Jdje/fOKTn5ubGjBkzOHfuHN99912Lw49ZWVl07969Wfu6u7tz9epVvbYtLS1tsKm6XC5vsWBCbZb7559/zvbt2xk0aBBPPfVUsx8GjPx7+UtnmJmZQoKCasOxVlZWQO2PA6C4WIBGIyAjQ4RG07IndrFYzMyZM/Hx8eHMmTP88ccfTe5z5MgRhg4d2iwfUm2SinZ9x8vLq8HZWUxMDGPGjLmnJZa9vT1DhgzB19cXc3NzlEolkZGRBmUEHj16lMjISPLz8/Hy8qJdu3a6TEOFQkFxcTFpaWkkJSVx7dq1BtcU161bh4+PD9OmTWP58uX8+uuvXLlypdFzR0ZG0r9/f9RqNfv27dO9hzKZjPDw8EYziBsiJiaGIUOGGLzfnRQXF5OXl0dUVJResxstvXv3ZtiwYdja2nLz5k1279iBSW4uUqmU0NBQ2rRpQ2VlJUFKJdeFQvibzTKtrKyYP38+CQkJzXazupstW7awZMkSQkNDOXHihEH7KhQKvR+ciouL8fb2rvc1mUyGubm5QedujJMnT3LlyhWeeOIJlixZwptvvmlc1zSi4y8VzKIiEZrby5fW1tZ11vqKi4UolRAf37Ih+vr6MmXKFJRKJZ999plBNYexsbGEhYUZLJhpaWlUVVURGRmpSzRpLJyZkpJCeHg4586dw9/fnyFDhmBnZ0dJSQnnzp3jyJEjhIWFERISYpBgHjt2jMGDBzNo0CDy8/O5fv26roTB0JtASkoKK1as4IEHHmDq1Kmkp6ezdu3ae8K9WrNzgUDAkSNH7gltJSUl4efn1yzBPHbsGJGRkXTt2rVFa4Q7duxg9uzZTa5Ra7NdAwMDMTExISEhgTVr1lBSUoKvSsVYam/YlZWVdO7cmfPnz+OkVuOq0ZD9NxJMsVjMk08+SWFhYbPrUOujpKRE14i9urraoDKlzMxMOnXqpNe2t27dwtTUtN7XqqurW1UwoTaa8c477/Dyyy8TFRWl1wO2kf8Gf6lgOjqqSUsT4eGhxsTERLc2VVUloKxMyMmTJnUMDAxBKBQydepUunbtysWLF/nll18MPsb27dsJCAigW7dueoePtJw9e5a+ffvyzjvvMHTo0EaTZ3bv3s2iRYtYvnw5pqamJCYm8s0339RJRNq3bx/h4eEGN2e+cuUK3bp1Y/Xq1QaNvyE2btzI8ePHmTVrFi+//DK///47Fy5cIDQ0lGHDhiEWizlx4gR79uypV5QPHTrEokWLmlUiolaryczMZNCgQS0SzKSkJKqqqhg1apTOt/ZObG1tiY6OpmPHjtTU1BATE8O+ffvqrL0mCoWUCgRYazQkJSXRq1cvXY1noFJJ9t8onPfkk0+iVqtb7TtwJ8eOHcPc3JyJEyfi4OCgd3Np7Zp0YwlvWm7evNngUkBFRcV96bKiVCq5cOEC3bt3NwqmER1/6Rqmi4sKhUKATOZBdbUzWVkKCguFnDghYds2UwoKmm7QWx9eXl4sW7YMHx8f1qxZ0yyxBHRGBiNHjjR43/379yORSPDw8ODatWv06dOn3u2kUikTJkzQdWB45ZVXWLdu3T2lCGq1mvj4eINLTLZt24ZUKqVXr14GX0ND5Obm8tZbbxETE8PEiRN55ZVXGDlyJLGxsSxfvpxdu3Y1OIPNzc1FLpcTGhrarHMfPHgQV1dXg9ZS6+P48eP3vCe+vr4sXryYJUuW4ODgwMaNG3n11VfZtWvXPYlKGoGA87fHUFhYSE1NjW4tupNKhdXfJIw3Z84crK2t+fjjj+9bneGePXvYsmULAwYM0Hvdr6ysjMLCQkaMGNHktjdv3kQgEOgaPt9JYmJii7NkG+LGjRuYmZndl2Mb+Wfyl80wLSxq6y8BnJycKSpSkpdXK5Dnz0tQq5sX0po0aRK9evXi2rVr/Pjjj81af5BKpTzxxBNYWlry448/Mm3aNL2ehO9EqVSSkZHBsGHD+OOPP5g0aRLHjx9Ho/n/EhpnZ2cWLFiATCbj2LFjhISENHpT27ZtG88//7xB9W8KhYL4+HgiIyO5ePGi3uNvCh8fH13CR3V1NW+88YbeN+SUlBT8/f05dOiQwedNSEigpqaG8PDwFhnFHz58mKFDh9K/f39MTEwIDQ3F3NyctLQ0vbu1XBKJ6F9Tg4TaFl5eXl5cv34dAdBHpeJQE82lm0IikdChQwe8vb1xdXXFzs6ONm3aIBKJ0Gg0VFdXk5yczMaNG+t976Ojo/H29mb16tXNaihgCDExMQwbNoxx48bp/YB65MgRxo4d2+R2SqUSjUaDg4PDPb/By5cv8+CDD+ptNLJo0SLOnDnD6dOnm9xW62pkxIiWv0wwnZz+X8gsLCx0nSSKi4VUVRkulq6urjz88MOYmJiwdu3aZnemcHd3Z+7cuVRWVvL2229TVVVFfn4+Y8eONShJBGDXrl0sWLCAgoICampq8Pb2JiUlBQA/Pz8mTZpEcnIy3333HVDrONRYAkVJSQl5eXmMGTPGIA/N33//naVLl+Lt7U1qaqpB13A39vb2TJ06FWdnZ5KSkjh79izh4eEGzV6OHDnCo48+2mybuvj4eAIDA1skmObm5pSVlTFixAjUajWxsbHs3LnToLpbuUDAZbGYPkolaWlpeHt70759ezIyMuipUnFCLEahx1qmWCzWNUV2dXXF3t4eCwuLe3paXr58mdTUVHJycrC2tsbX15e+ffvy8ssv8/HHH9eJSoSEhBAcHMz69etb3KpNXw4ePMjIkSP1FsyzZ88yduxYvVqvqVQqnJyc7hFMpVJJWVkZERERerlhSSQSvUO43t7e9/1Bw8g/i79cMLVZm9ofdV6e4U/lY8eOJSgoiJSUFNatW9fs0FPfvn2JiooiISGhTnLE9u3b9UoSuZv09HQqKysZPnw4p0+fJjg4mJSUFAYOHEhkZCTHjh2rU9py5coVwsPDG8043LVrFzNnzjRoDbCiooL09HSioqL46KOP9B7/nUilUh566CE6derEzZs3WbVqFQUFBQiFQgYPHkyXLl0a7MRxNxkZGSgUCoOM5e9k9+7dLFmypFmtqNzd3RkzZgzu7u6Ul5cjFAr55ptvml1jek4kwl+pRADk5eXh4eFBRkYGUo2GHiqVLmwLtevqXl5edOjQATc3N9q2bYuFhQVisRi1Wq0TxmvXrnHjxg2SkpIa/L6VlJSQnp7O/v37eeyxx3j66adJSkrC0tISsViMg4ODLvv5fuPg4ICnp6duhmdI1qxSqdSrLEQulzfYiuvgwYNERUXpZaKub7KRt7c3vXv35ujRo01ua+S/w18kmLWdSaC2Nkwul+tCH7m5+gumg4MDc+fOxczMjF9++aVZjZO1TJo0SZe9eXdWbFJSEpWVlYwZM4aNGzcadNzLly/TrVs3du3axfDhw3XivmXLlnvCQtu3b2fp0qW6WUp9JCQkUF1dzciRIw1KRti8eTOLFy82uPBfW0sZFBRERUXFPb6+arWa7OxsBg0apLdgQm0mcZ8+fZolmMXFxZSVlTFs2DC9P4+goCAGDx6MtbU1OTk5rFmzhhs3brBw4UJGjhzJZ599ZvA4AEqEQpJFIjqqVCQmJhIeHo6trS0ajYYpTk70HDQIh9vlPFphrKqqori4mISEBJ0wNtdNSa1Wc+PGDVxdXXF0dOTWrVsoFApKSkro0KEDr732Gv/73//08mKWSCQMGjSI3r17Y2VlheCO2XFVVRWZmZkUFxdTXV2NiYkJLi4uuLm56R7eRCIRIpGIUaNGMWzYMG7dusWZM2c4c+ZMvecTCoWYmJg02NXnTqqrqxt0+4mJiWHkyJFEREQ06QS1Y8cOXnjhBZ566iliYmKoqqrC3NwcU1NTpFIpFhYWeHt7Y2NjQ01Njd5JTEb+G/wlgmlpqUHbpP7OWYJSCbdu6SeYw4cPJzw8nMzMzBa1/JJIJCxcuBB7e3u+/fZbXcj0bg4fPsyIESPYtGmTQeuiJ0+epG/fvmg0GrKzswkKCuKnn36q17WnoqKC7OxsRo8ezeeff97oMQcMGGCQYObl5ZGfn8/48eP1Di2HhYUxbNgwNBoN27Zta3Dd59ChQ0ybNs2gNklHjx5lzpw5zW6tdP78eUJCQhoVTIlEwogRI+jTpw8ikYhr167x+eef1+mOsnPnTubNm9ciC8BztwVTa7Lu7+8P1LrQlMjlXE1OJi0tjcTExFYP8T322GO4urry888/1/vAOHnyZB5++GE2bNjQoFNUx44dGTlyJE5OTshkMq5du8bZs2fJyspCIpFgbW1Nnz59CAkJobS0VCf8ZWVl7N+/n5iYmDq/P237ss6dOzN27FhMTU3rfTAKCwtDpVKRlZXV5HVWVVU1aF4AtT7Bffv2bVIwKyoqeP/995k6dSqRkZEIBALUajUqlQqlUklNTQ1paWns37+fp59+muDg4L9tf1Ajfz5/iWDe6R0rlUp1zY5LSoRNJvvY29szZ84crKys2Lx5M2fPnm32OBwdHXn00UdRKBS8/fbbjd7MTpw4QWRkJNHR0QYVfmvXLwMCAnQzo8Ys7nbs2NHkDfzQoUMMHjyYoKCgBp/e62Pr1q088sgjWFhYNHqtnTp14oEHHsDc3JxTp06xffv2Ro977do1lEol/fv31zuElZKSgkqlIigoSK8EjLs5ePAgAwcOxMfH556HHAcHB6KiovDx8dElVB04cKBeYb5x4wYVFRWMHj2aX3/91eBxAGQIheQJhTiq1SQnJxMUFMTx48eRy+WkHj/O7w3UELaUESNG4OLiwvvvv9+gwfvPP/9MZWUlkydPJiUlpc53ytvbmwkTJmBra0taWhpffvnlPY3HtR1DhEIhlZWVvPPOO02Oq6ysjBMnTnDt2jWeeeYZRPX0CpVIJAwdOlTvz74pg4I9e/YQEhJCYGBgk/eEkpISvSIKly9fZsiQIUbBNKLjLykrsbWtvXGJRCKEQqEuRFhU1PhwoqOjeeaZZ6iurubNN99skVj27NmTJ598kuzs7CbFUsvGjRsJCgrCw8PDoHPl5ubSvXt3zp8/r3M0agjtDXzUqFENbqNWq7l+/TqDBg3SewxCoZAOHTqgUqnqtcuD2sSpZ555hlmzZiEQCFixYkWTYqklMTGxSRvAu0lPTycoKMigfbQolUpyc3MZOnSo7m/du3fnmWee4emnn8bGxob169fz2muvsW/fvkZnscePH6dHjx7NGgcAAgHnb4tCeXk5crlct07mrVZjdx9KTBwcHAgLC2Pr1q1NdkPZtm0b5eXlPPDAAwC0b9+eZ555hrlz51JSUsLbb7/NmjVr7hHLO+ndu7fBtcjz5s3j1q1b9yxxCIVCFi1ahEwm07vVnEQioaampsHXlUol165dq/N9aClbt27FwsKiSetKI/8d/lLBbNu2LWq1WvdDKC6uf3bp4+PD8uXLCQgI4LfffuPTTz9tUQeNqKgoJk+ejEaj4X//+5/eIcHLly9z/fp13QxXX65fv46LiwtpaWkATf4Ajx07Rs+ePRvdZuvWrdjY2ODq6trodkKhkFGjRrFixQpCQ0O5du0a3bp1qzN+W1tbHnvsMR5//HGqqqrYvHkzZmZmBoW59+zZozPP15djx47h5ORUb32dPhw9epT27dsTERHB8uXLmTJlCiUlJaxatYoPPvhA74SXI0eOIBAIml0bCnBdJKLq9ppfWloaDg4OujVA/9YyQ76Dhx9+mOzsbL0jDIcPH6ZDhw4sXryYRx99lMrKSt59912+/vrrJht4+/n5IZFI9H540mJjY8P//ve/On/z9/fn5Zdfpk2bNgY1aXdwcGi0VR7UWvVZWVnh5eVl0DgbQrtuO2zYsFY5npF/Pn+BYGp0IVl7e3vkcrnuleLiusORSCQ8/PDDPPLII6SlpbFixQqD7LfuRigUMn/+fIKDg9mwYQOlpaU88cQTBh3jhx9+oLCwkKefflpvS64zZ85gamqKubk5xcXFujWuhjh69GiTN/CysjJyc3MZM2ZMva9LpVIeeOABli9fTt++fTl8+DDLly9nw4YNFBcXM2nSJKRSKTNnzuS5555DKpXy6aef8sUXX3D27Fk0Gg0BAQF6XR/Uhp4rKioMurkkJCSgVqubfD/qw8LCQlcHGh4eTlxcHK+++irffvtts7qZXL16lfDwcIP306IUCLh0e5aZlZWFRqPRRSK6K5VIWrGeb8SIEVhaWhrUr/XcuXMIBAJUKhWrVq3iyy+/1LtPp5OTE9XV1QZnn1dUVDBlyhRsbGx46KGHWLlyJRMmTCA1NZU33nhD74deNzc32rRp02TmbUVFBRkZGQ3+JppDenr6fTNGMPLP408XTHNzkEj+33C9oVBocHAwy5Ytw8XFhS+//JIffvihRU4lFhYWuqL/jz76iCtXrrB69WqsrKyYOnWqQcf69NNPqaioYMmSJXrNqKqqqpDL5QQFBZGdnY27u3uT+1y+fJkBAwY0us2uXbto3759HRNr7Rrv8uXL8fX1paioiMrKSl1zbKgNLXt7e7Ns2TJcXV1Zt24dq1atIicnR7dNZmamwSHWixcvGhzaNPQ8Xl5ePPHEEyxduhR3d3dyc3OpqKhgy5YtzU78gtqwpZWVlV6fTUPEikRoZTEvL093LFOgeyvNMrWh2C1bthhU4qT97ezdu9fgB4pr1641y6/1888/x8HBgeeffx4PDw/27dvHsmXLWL9+vd6/ZaFQyIMPPkhubm6TM2GobZ7u7Ozc7G40d9O2bVsqKytb5VhG/vn8JTNMLWKxGFtbW13oKjRUQdu2Vjz11FNER0dz+vRpXn/99UbXVvTB3d2d559/npqaGt588807PGur+O677+jWrRshISF6H0+tVrNq1SpKS0t57rnn9HoCzcnJoX///nTt2lWvcO62bduwtLRsdL30Tk9UHx8fFi9ezLPPPqsLhb3++uusXbsWa2vrOjeQtLQ0Tp06xdatW3nzzTfrLRo/ceIELi4uTY7zTg4cOICZmZlB3p4nT57U6zyhoaG89NJLzJs3D5VKxWeffcbbb7/NDz/8gLW1NY6OjgaN9W4qKirIzc1l9OjRzT5GmVBI0u1ZZmJiIhKJBFtbWwD6KJXQCrPMOXPmkJ2d3ej6vUQiqfc7plAomiUkmZmZqNVqg0PWxcXFrFu3Do1GQ0xMDEePHjUoIzoiIoIVK1ZgZ2entxVibm4uGRkZzJgxw6CxNkT79u1JTk5ulWMZ+efzpwtmVZWA4mIhQqEQsViMQCDQheT69OnIK6/U9jt899139U4IaIygoCAeffRRkpKS6i0/uXHjBnv37mX06NFNrgfeiVqt5sMPP+TWrVs8/fTT2NvbN7r9pUuXkEqlurCSoAkHmKqqKrKyspq8gaempuLv788jjzyCTCbjk08+4YMPPtDVRJaVlencge5k69atjWb/XblyBY1GY1C4VCaTkZ+fb1BYVpsxXF/vUa3P7sqVKxkxYgQpKSmsXLmSzz//XFeKUFZWRkFBQYuETsuuXbtwd3dvVr9OLeduC6bWgUab/GOn0eDRwuSfkSNHYmFh0WQodvbs2cydO/eev1dVVTVY/N8U58+fb1ZCTUpKCn/88QfDhg3TO/oQHBzMq6++SlhYGEePHuWDDz6gbdu29O7dW6/9161bh5WVVYtC7FCbO9GmTZtm1Qob+XfyF8wwBZw7Z0Lbto6UlJRw9uxZbGxsGDRoEK6urty4cZANG9432MGlPsaNG8fYsWM5cOAAP/zwQ4PbHT58mKSkJObNm2dw09hPP/2U3NxcFi9e3Ogs5+LFi4hEIjIyMsjNzdXLo3LHjh24ubnVGw4LCQlh2bJldO/enYsXL/LGG2/w5Zdf1muDtmfPHjw9PQ2+tszMTPr162fQPidPnsTHx8egfbKzs+vM8J2dnZk/fz7Lly+nS5cuHDhwgOXLl/PLL7/Uu+514MABvL29m508pOXOGXtzyRQKyb89joSEBNq0aUNwcDAeHh6EtKC8xMHBgf79+zcZih06dCienp712sSlp6cb/Nlo2bZtmy4HwFDOnDnDiRMneOihhxp9KO3evTtLly4lKiqKuLg4XnnlFfbt20dxcTHnzp1j3Lhxen3GVVVVHDlyhIiIiGY3gfb09GTWrFlcvXpVr1Cwkf8Gf0mWbFGREBOTMG7evEm3bt1qByIUcurUKbKzs/H3r0EobH74SigU8thjjxEQEMAPP/xQZ/2uIb7//ntkMhmPP/64wef74osvSEtL44knnmjwhiCTyZDJZAQHB+vdkzMtLY3y8vI6s6eBAwfy6quvMmrUKOLj43n11VfZuHFjo2Ux169fRy6XExERYdB1NScsGxMTg0Ag0Hs2AHDq1ClcXV3p1asXzz33HIsWLcLMzIx169bx+uuvc/jw4UZDeXFxcSiVyhY3l9aOpb7Zrt4IBMTenmWWlZWhVCp1NYRT+/Th8VmzCAoKMnhNcPbs2Y2GYm1tbXn22WcZNGgQ27Ztq7MereXw4cNYW1vrwsSGoFQqWb16Ne7u7rzwwgsGt9TasWMHCQkJPProo/d8N3x9fXnuueeYMmUK6enprFixgs2bN9f5zH///XfUajUPPvigXufbu3cv1dXVTJ8+vcltJRIJY8eO5amnnuLll1/mtddeY/78+aSmprJ+/XqDrtPIvxtBYzMdOzu7+2LVb2try+OPP4619XWk0jTOnj2Lv78/SqVSlyYfF2fSrObRVlZWPPHEE0gkEj755BO9OhhosbCw4IUXXuDSpUvNKmKfOXMmnTp14uuvv9aVkNzJggULcHFx4fvvv9fbuzQsLIyIiAiOHz9OaGgoAoGAs2fPsnPnToOSoEaMGKELdRnC66+/rut5qS9au8JPPvmkyW3FYjERERG6a0tISNCrtvBuxo8fT9euXXn99dcN2u9uhEIhK1eubDJk3RgSjYaFMhkS0PnGHj58GIFAQJa3N6oBA/D19eXGjRtcvHiRa9euNVpj6Obmxvz58/n+++/rNc8fNmwYgwYNIi8vj2+//bbRh6dnn32W4uJigzJs70QqlTJr1iw8PDxQKpVUVFSwc+fORs047mTChAn06dMHjUaDTCbD1NQUoVBIWloaGzZsaHTsXbt2Zfr06Xz00Ud6dQ5q3749jz76qM4GsSEWL16MjY0NiYmJ5OfnU1ZWxsWLF1uURGbkn01RUVG9a2Z/idNPeHg4ZmZmpKc7kJ7+I2Zmai5evEi/fv1o27Ytt27dolu3GtLTRVRX69+5xMfHh9mzZ1NWVkabNm0MEkuoTfxYt24ds2fPJjU11aBGzVC7dvLQQw8xd+5cvvvuu3scaEpKSrC3t9dbLIVCIVZWVgiFQkJDQzl58iR79+5tlpXcvn37CAsLo0ePHnrf3KC2RKJfv34GCeb+/fuZO3duowbxtra2REVF0alTJ2pqajhx4gR79+5tdib0zp07CQwMxNPTs96HFX3RmkIMHDiw2YKpEAi4LhLR67blmlAo1LVks0tN5YvsbASmpnTr1g1/f3/Gjh1LfHw8Fy9eJCkpqe7nq9Ewf9w42iYl8VL37myOj6dQIOCKWIyJnR2PPPIINjY27NixQy/D8+3btzNjxgyDGwlokclkfPnll0ilUrp27Urnzp2ZMmUKn332mV4Wd5s2bWLz5s106tQJV1dX8vLyiI+P1+tzv3btGllZWcyYMYP33nuvye0zMjJITExk6tSpjT5ItWvXjjVr1rToe2Pkv8GfHpK1tbXF39+f7OxsPv30C2JjazVb20ZLG6IVi6FXr4afuu8mPDycOXPmcOXKFd59910EAoFB5gJakpKSOHToEOPHj29W5uVPP/1EbGwsc+bMoXPnznVes7OzIz8/v8ljCIVCoqKieO211wgKCuLgwYMsX76c3bt3N0ssoTaklpKSYnARdnPCsjdu3EChUDBw4MB7XuvYsaOuSbOjoyObNm3i1VdfNXjGfDcymYycnBy9GhI3hdYUormlCba2tvhMmcKgQYPw9PRELpfr1g7NNBq6q1QoFApiY2P5/vvvef/990lPT2fQoEG89NJLjB07Fi8PD7qrVCxzcCD4/Hly167FvaCAaE9PBiiVvO3hwSvz5iGXy3njjTf07g4SHx9PZWVlg25P+iKTybhw4QIbNmwgOTmZ2bNn672vthn6gQMHuHLlikGf+7p167C1tdU7q/3HH39EKpU2+r1Qq9U4OTnpPYbGEAqFeHh4GJRAaOSfw58qmGKxmCeeeIJbt27pvBwzM4W6ll5Xr15FKBTqMgvbt1fh6Nh0/drUqVMZPnw4O3bs4OeffwZqfwTNzQjUJhoYchO4k99++42YmBhmzJhRJzNQ23KpISwsLJg8eTKvvvoqwcHBnD59mldeeUWvNVh92L59Ow4ODgatYV2+fNngbFmo/Sz79Omj+/8DBw7k5ZdfZvbs2VRXV/PJJ5/w7rvvtsiI4m52796Nu7t7sxM9tGgzi6Oiogzaz9fXV/cw0Mbbm/1paRw6dIizZ89iamqqKz8KUioR37EUUllZyenTp/nyyy/5cvVq7G/c4A0nJ94MDMTtdhNjuVxORkYGnp6ehIaG0tHVFfm6dXz18ccGu17t37+fnj176l2q0RTr1q3DxMREZ713P6moqODYsWOMHDlSr89ZoVCwc+dOwsLCGqyZjouLY/jw4S1OGgsLC+P1119n/vz5LFy4kDfffNPg75CRvzd/akh20aJFuhq6/0fAhQsmREbKATWJiYl07tyZtLQ0FAoF/v417NlTvym7RCLhiSeewMbG5p6QikAgqOMiZAgzZ87E1taW33//vVn7Q61NV02NjJkzB3DxYhE5OenY2yeSlnZvmNfHx4eRI0fi4uJCWVkZV69exd3dndDQUPz9/bl69Sr79u1rcbZeXl4excXFjB49+h7LssZoTlh2z549+Pv7M336dHx9fdFoNMTFxbF9+/ZmhQL1Qds/MjIykm3btrXoWLt372bGjBlN9h0VCoUMGjSIkJCQ28sM6XzyySfk5ubiqVIxidqbdmlpKb6+vsTExGCj0fCAQsEeExOKhEIEGg0OGg2dVSp63LyJRW4ucdTOVLt27YpAIGDw4MEIBAI0Gg0mJiYcO3aMmpoawsVi9mlb/+hJTEwMw4cPZ9SoUWzZsqVF7xPURi9+/vlnpk+fzunTp5u0sGspu3btok+fPkyZMoW1a9c2uf3JkycJDQ1l5syZ9Zqub9q0ie7duzN+/Hh+++03g8fj7OzMpEmTaNeuHbt27dKVofj7+zNx4kSKi4uNpSn/Ev40wdSK0DvvvHNPWLGsTEhiopjOnZVkZ2fj4eGBn58fZ8+excpKQ6dOqnsSgBwcHFi4cCEKhYJ33nnnnmQBgUBAdXW1QWOUSCQsWrQIa2vrOrV+zcHMTINavYWKChcGDOhATo4EieQGwcEFODiIOH/elAEDBhIaGkqbNm3IzMzkiy++qNMHUyqVMmTIEPz8/AgICKCsrIzY2FgOHz7cbNE5fPgw0dHRBrXVOnHiBJMnT9b7HM7OzkRHR6PRaOjUqRO7du3SO2TYUs6dO0dgYGCLBTM+Ph6ZTMaIESPqFRULCwuio6Pp0qULarWa2NhYduzYUUdc026XmLRTq7l27Rr9+vXDzc2NrKws2qvVzJXLKRcIMNVouHuuZGNjg6+vL1KplPLyctLT08nLy8PU1JTQ0FBcXFxIT0+nt1LJVZGIHANnR4cOHSIiIoJt27Y1O8x/J9euXSM+Pp558+bxySefNMue0BA2bNjA3LlzcXd310ug165dy1NPPUX37t25cuVKndfUajW///47kyZN4tChQ3rnPkilUmbMmIGXlxdZWVl88MEHdfa9cOECbm5uDBo0yCiY/xL+lJBsZGQkvr6+fPXVVw1mwV29KqaqqnYWGRcXh5WVFW3btgWgW7cazMz+P4TVo0cPFi9eTG5ubqOdRgwRTAcHB1566SVMTEx46623WiSWoCEsTIGtrRqBIJ3q6nN4eckxMcmnVy9vJk7swfvvT2fw4MHEx8ezYsUKPv/883uaRmu7Obz55pu8++67JCcnExwczCuvvMIzzzxDWFhYg2EkW1tbfHx87nn9zJkzqNXqJm337kQblm2qVKRHjx66shBTU1Nd0syfJZZQW05gampKly5dWnysmJiYe0LRPj4+daz5tm3bxvLly9m8efO9M1GBgJPi/1+jLyoqwtfXl86dO+uMKyzvEktXV1dCQkLo06cPSqWSU6dOcebMGV1WqFwuJy0tDR8fn1rjDyCipgaBgS5CR48ebbRzTXNYt24dWVlZLF68WOfze79ITU0lNTWVadOm6bV9QUEBcXFxTJw4sd7fTFxcHLm5uXovw/j6+rJs2TLs7Oz44osv+Oyzz+oV2lOnTmFmZqbXMY38/bnvM0w/Pz8GDhzIxo0bGxUhpVJAXJwJ/fopqKys1CUAHTlyRJcAdOqUhFGjRtG/f3+OHz/epBOQvrOwrl27MnXqVDIzM1mzZk2Ln7idnNTY2qoxN9cgEGgoKSnBxsYGkagKJycNSmU1ly/vZPXqgib7f2opLi7WNUt2cXFh6NChDBs2jBEjRpCTk8OJEydISEggNDQUPz8/7O3t0Wg01NTUsHr16jpP/HFxcYSEhHDo0CG9rykrK4uQkBBiY2Pr/F0oFDJ48GBCQ0MxNTUlKSmJb775RlcWEhgY+Kc24VUqlaSnpxMREaFzO2ou+/btIzw8nICAAMzNzXXrYJmZmXz++ed6zWwShEISRSI6qVSoVCoyMzNxcXHRhd8rKysRi8VYWFjobqxFRUVcuHChzve3SCDA7rYopqam4uLiQs+ePblw4QKOajV9VCrOGbgm+fvvvzN58mTUanWrzTS/+uoroqOjdb+nn376yeASIX353//+x7JlyxgyZIhe6/wbN27klVdeaTD0+v333/PSSy8REhLCyZMnGzyOp6cnM2fO5Ny5c00u21haWrbK+2rk78F9FUwXFxcmTZrEsWPH9Fr/ysgQ4u0txNFRzdWrVxkwYACdOnUiMTERDw81QUEP0q6dX4Pd5bVorc30+aIOHTqUIUOGcPr06VZZzwFwda1NVLKwqL3BicVihEIhWVlZKJVKSkuF5OWJaNdOws2b9zbXbYqcnBydc5Gvry8DBw7UPTnLZDJSU1NZt24dhYWFPP7448yYMYMPPvhAt//OnTvp06ePQSUYd4dlzc3NGTNmDD169ECtVnPu3Ll6M13j4+MZMGDAn9qEd8eOHSxcuLDJRtlNoQ2Hjh07Fo1Gw6VLl9ixY4dhSTYCAdtNTBiv0RAklZKWlkZiYiKurq54enpiaWlJdXU15eXlJCcn3xPKzBMKOS0WkyAUIgUekcsxvz2WwMBAbG1tKS4uJqymhgSRiPImLBfvJC4uDoFAwPjx4wkMDOT8+fNs27atRdnKULt+f/bsWSZPnsySJUtITk7ml19+adFnUR8ymYx9+/YxbNgwTp061eTn0lTo9c6EonPnztW7du3u7s4jjzzC1atX9cpxsLa2RnUf2rsZ+Wu4b4Jpbm7OggULSE5OZufOnXruVX8CUHZ29u1wYCFvvvkxubmNl2Zov+j29vaNrkfMnDkTX19fNm3aZHDNZWOIxbUi6e1th7W1KWKxGLVarbsRVVTU3tTqaURvMAkJCTrz9Ppq6/bv38+UKVPq/E3rUztq1Ci9Os9DbVh28uTJDBo0CF9fX9q3b68rWm/saXzHjh0sWbIEBweH+76upSUrK4uKigpGjBihm5Ubgru7O2PGjMHd3Z2KigpUKhUff/wxRUVFzRpPjUDArxIJg7t0QX7lCo6OjrRr1w65XM7Zs2frvTFn3RbKFKEQbotgNXBYLGZkTY3OQ7dnz54cOXIECTCkpoY/DMwQvnjxIhcvXiQ8PJyBAwcSGBhIUlISf/zxR4tmhjk5OaxatQofHx8mTJjASy+9RGxsbLM+j8Y4fPgwffv2Zfr06Xz11VdNbh8XF8eAAQOYNWtWnYdILdqEoqlTp/L999/XeS08PJzIyEji4+P58ccf9RqflZVVix9AjPx9uC9rmEKhkMWLF1NWVsZ3331n0L7aBCCo9Ritrq4mODgYlUrFqVO7aNu2aVs5tVpNdXU1vXr1qvd1iUTCs88+S4cOHfjiiy9aVSytrKzo3380AweGYGMjpbq6GrlcXuemqBXMsjL9ZwP6UF8IOj4+HpFIdI85/K5du3Bzc9PbaLxHjx4olUoiIiIwNTXl22+/5c0332xULKE2lFxYWNgif9bmcOrUKYNbjYWEhPDiiy/y2GOPIRQKWbNmDW+88QYnT56kf//+zR6LWCyme8+eJLVvj9nzz1PVpw9JRUWcP39e972oATKEQo6JxXxlasqPpqakiEQ6sdRyWSQi6/Ya3JUrV+qUYfmqVHRo5mzm6NGjvPbaa/zyyy+0bduWJUuWsHjx4iabnTdFSkoK7777Lj/99BN+fn6MHDmyRcerjx9++AFPT0+9x7p27Vrs7e0bbCu3fv16OnXqhKenJ1DrtPTCCy8QGRnJ4cOHDcowb9u2rcHJh0b+vtyXGeajjz6KiYkJ77//frP2v3pVjIeHCjMzjc4B6MaNG6hUKjp3hqws0T3Npu8mMzOT3r1737O20VR2bXNxdHRkwoQJuLu7U1p6k+Tkr2jTpnYm7OnpqXtal8sFKJUC8vOFlJff/5yrOx8e7nwvUlNTqaysZNSoUWzatKnefbUlE6GhoUilUvLz87GysiIuLu4eF6PGOHz4sM44+89azzl8+DBDhgzB39+/0eUAqVTK6NGj8fPzQyAQcOXKFbZv317ne3Hy5EmeeuopDhw4YFBvREdHR/r27UvPnj3Jyclh//79Ol9fAFNTU8w0GmoEAqoAjT7hVIGAPSYmzJbLQa0mISGBLl26kJGRgUwmI6KmhkyhELkBodk7iYuLIy4uDmdnZ6Kiopg9ezaVlZUcO3aMo0ePGnQsqVRKYGAgXbt2xdnZGZFIhL+/vwERJ/3Iycnh2rVrPPTQQ7z22mtNbl9WVsbJkycZPXo058+fv2cGmJaWRlJSEtOmTSMnJ4eOHTty48YNPvroI4Oz0z09Pbl586ZB+xj5+9LqXrIPPPAAvXr1YtWqVQZb091J+/Yq+vWrffr29fXFxcVFl9lXWipg717TRhNm7O3tefbZZ3U1cdD6yT1QmzUZFRVFu3btuHnzJn/88Qfp6emMG1dN7941mJiY4O7uTlpaGmq1msJCIRkZYg4elFBa+uf4RixYsACNRnNPyGrIkCEMGDCA5cuX1/m7VCplzJgx+Pn5odFoOH/+PDt37sTZ2Zlx48bRpk0b3nrrLYPev5UrV3LgwAEOHz7cGpekF7Nnz8be3r7eBzc3Nzdd2LWyspITJ0402q9x3LhxlJeXs3///ibPa2NjQ2RkJB06dODUqVNcuHChVbrv3MmAmhr63r7RBwcHIxKJdLP9yyIRO1to3qBF+13o2bMnAoGAq1evsm3btnofNO8WSFNTU+RyOXl5eVy7do3z58/z4osvtsintyHEYjGvvPIKMTExbN++Xa99li1bRlpaWr0zRolEwosvvohQKGTt2rV621neiaOjI4sXL65zDzLyz+BP8ZINCwujd+/efP/99y0SS6hNAHJ3F+HmpiIhIYF27drRu3dvzp07h7W1hm7dlFy+3HDBdmFhIbm5uUyePJkPP/yQIUOGMGTIEGJiYlolucfCwoK5c+fSrl070tLSWLVq1R1rdBpUKgFZWSK6dLFBo9HQvn17qquriY9XcuCAnLKyP89kKTk5ud42XYcOHWLw4MEEBARw7tw5HBwcGDduHJ6enlRWVrJnz5469WNZWVnY2Nhw69YtvL29DWqse+XKFfr16/enCub27dt5+umndYkxAH379mXgwIFYW1uTk5PDt99+q9ds+dixYyxYsIAjR440apQeHBzMsGHDOH36dP2lJq3ESbGYzioVNhoNsbGx9O/fX5fE1UOlIk+p5Hw9IV1DkclkbNy4kY0bNxISEsKAAQNYunQpubm5HDhwABsbG7p164azszNSqRSFQsHNmzc5fPgw586du0dYr1y5ovsdtiZKpZLt27cTHR3N0aNH9TL5+Pnnn3n44YdxdXW9p4OQQqFg3759jB49uln3MrFYzJw5c8jJyTGK5b+IVpthduzYkdmzZ+ttAq0PUqmGESPkSCQaLC0tCQoK4vLly+Tn56PRwIEDphQWNiw8NjY2LFmyhIKCAhwcHNi8eXOjner1xdbWlqeeeory8nK++uqre36cFhZqRo2qDbsFBQWhVldRXl5C27auVFVNpLpaxfXr1zlw4ECLHyz0wcHBgaeffpqlS5feM4OaMWMGbm5uyGQyHBwcyM/PZ+fOnbpEorvRmtsLBAKDXFEsLCxYunQpn376ab2tp+4Xzz//PDdv3qSiooJevXohEAi4du0aW7duNTgcP23aNFJTU+tdtxWJREyePBkbGxs2btyol2dwS/FQqZh8W5A9PDzo0KEDJ06c0IUNE0Qi9puYUNFC0bwbNzc3Ro8ejYuLC2KxmKysLK5fv87Zs2ebfE/Nzc15+eWX+f777xu1iWwuzzzzDAqFgk8//VSv7efNm4e9vT1vvfVWva8/++yzKBQKvTrvaNHmSAgEAt577z1j15N/IA3NMFtlmmNvb8+sWbO4cOFCqxapy2QCLlyorVHr06cParWa7t271xZsCyAgoAaBoGFNLykpYfv27bRt25YzZ860ilgCPPbYYxQWFvLee+/V+yTbtu3/i1KbNm3IzS0mISGL7dvP8uqrbxITE4O3tzfPPvssL7/8MuPGjWuWUby+FBQUoFar8fX1rfP3AQMG4OnpqSufWLVqFR9++GGDYgnoZmNdu3Y1yIu0oqKCvLy8Pz3558CBA3Tq1IkuXbroTOybaiPVEIcPH67XLEIkEjFlyhREIhFffvnlnyKWAOkiERdvp1qnp6dTVlZGv379dJ6pvioVc2Uy+iiVYKCxQWNkZWXx5Zdf8uGHH1JZWYm1tTWHDh3S6z2tqqqitLSUrl27ttp47mTt2rU4OzvrnfD1ww8/YGFhweDBg+t9/fvvv8fJyanBBMK7kUqlPPfcc2g0mlYXS23rwrfeeos333yTl19+mYCAgFY7vpGmabFgSiQSHn/8cXJycprlw9gUtrZ96NUrirKyMg4dOoRCodB9eW1s1Hh4NJ4VePLkSbZt20ZQUBAPP/xwi8czc+ZMJBIJX3zxRYPbODjUCqa215920b+goLZOcvfu3bz99tu88cYbXLp0ia5du/Liiy/y0ksvMXr0aIObC+tDaWkpPXr0QCqV8sADD7By5UqGDh3K1atXefPNN/n666/1KvtISUnB3d2dnJyce7qxNMX+/fvx8vJqNdNvfTh37hwqlYqTJ09y6NChFq1bZ2VlUVRURM+ePXV/04ol1HbG+LNr7g6ZmFB6ewZ59uxZSkpKCA4O1mWMSoChNTUMuA+lDcXFxbzzzjuYm5sblP0qlUpbfU1XS2FhIbGxsQ06+tyNtpZzyJAh9WaMFxYWcu7cOcaPH6/X8WbOnAnQ6mIZEBDA888/j4mJCV999RVffPEFCQkJeo/LSOvQ4nd60aJF1NTUNCogzWXUqFFMmjSZPXvKOHWq1mEmLi4Oa2tr3VN0ly5KoPGn59OnT7N69Wo8PDx48cUXG+xa0BRBQUH4+vry7bffNvpjcHSsvSm7uLigVCp1N9H8/Lpvd0VFBVu3buWNN97g3XffJSEhgd69e7Ns2TKef/55IiMjW9x5Q0tmZiY9e/Zk+fLl+Pr6sm/fPpYtW8amTZsMyvzLycnB2tqaq1evEhQUZNAYrly5gkKhYMiQIYYOv0VcunSp3jXc5nDkyBGdreCdYrlhw4a/pEBdIRCwSSKh6rZoxsbGcv36ddzc3BgwYADW1tYA9FUq8axnfC39fimVSnbs2EH//v31+l3Z2toilUo5f/58i87bGNqs7wkTJui1/eHDhykvL2f69On1vv7777+jUql46KGHGj2OlZUVnp6erF+/vtVqL4VCIXPmzGH8+PEcO3aMVatWkZaWRmZmJhs3bkSj0ehaIhq5/7ToUT8qKgorKyvefvvtVi0XEAqFzJ07l/bt27NhwwYuX76Mp6eY4OAaysvLKS8vp2vXrpw5cwYrKw2Ojmry8hp3AcjJyeH/2DvvsKbO9o9/cxJCCCEQpixZIkMURZaggIACioIoThS1buvstH3fjtfXX7VLW2ettlpX3aN14kYUFyoooIjIVPYOEJKT3x805wXJZqhtPtflpSbnOecJ5Jz7ee7xvVetWoWFCxfi448/xs6dO1WKoRgZGSE6OhoXL15sp/naGjabhK5uiwE3NjZGbW0t9V5pqez1SWVlJQ4fPozDhw/DxMQEwcHBVIKKZJV77do1lW5ENpuNYcOGwd3dHTo6OhCLxThz5ozK5QGtEYvFePbsGZqammBiYgIHBweVSkzu3bsHb29vnD17Vu05qIpE2cjGxga5ubkdOteTJ08QEREBFxcXyh32uoylhFKCwG4mE2MEApiIxSgqKsLLly/Rr18/DBw4EElJSWhqakK4jg5yhg5Fr169YGJiAm1tbeocTU1NSE9Px5EjR1R+2CcnJyMgIACTJk3Czz//LPdYc3Nz5OXldbrqT2tIksShQ4cwadIknD9/XikBhr1792L+/PlSE4CAlgSh6dOnw8LCQmYMPiIiAjU1NR3+jkmwtLTErFmzAAAbN25sNy8WiwUajdZp19OgmA4l/TAYDOjr63dq4gqbzcaSJUugra2NzZs3U6LTNJoYYWFN0NcXw8DAAAMHDsTVq1fR3NyMnBw6bt1SfqUcGxuLAQMG4Ouvv1bKNUQQBD755BNUVlYqVMaxtRXCx6cli3Lo0KHIyspCQUEBqqoInD2rLXesNCwsLBAcHAxHR0doaWmhtLQUt27dwo0bN2QuUry9vTF48GCYmJigvr4e9+7dw4ULFzB37lzU1NS0UzBRlYEDB8LNzQ3JycmIjo7Gpk2b2iwM5MFkMvHFF190WdKHLN59912IRKJO8YR4eHggPDwc+fn5r91YtoYhFmOIUAgvoRCSjAU/Pz/Q6XRKnvF6QAAKy8uRmZmJ9PR0lJeXg81mw8/PD35+ftDS0sKBAweQlpam0rUdHBwwa9YsfP31112mHasq7733Hurq6pRSAAJayq/09PTwzTffSH1f0Xfo008/RWpqaoc75QBAeHg4AgIC8PTpU+zYsUPqvR4cHIwhQ4bgyy+/7PD1NLSlS8pKhEJhpxpLa2trzJkzB9XV1fjuu+/auD3FYhqyshjw9GxGVVUVhEIhevbsiezsbFhYkKDRxBCLlcsGPHjwIGxsbDBhwgSlbqb4+HgwGAyljpW4Y1ksFgiCoFLKX3XHKktRURF2794NoKUIeujQoVQvwxcvXuDGjRu4c+cOLCwsEB4eDnt7ewAtscbff/+9zWo4Pz+/w8otQIuLMzQ0FGKxGDdu3MDcuXOxa9cuanEjD4FAgLy8PERERHSrwTx79ixmzJihsL+lIuh0Otzc3JCVlUW56t4UhDQaLmlpIY1Ox8ymJtDQEoMzNzfH06dPUVBQgJ+vXUP5KzEvPp+P8+fP4/z584iKisKkSZPAYDDaCe3LIzs7G6WlpZg0aRI2bdrUyZ9MPS5evKi0WxZoUfj55JNPqDKr1kgWHPJc2Gw2u1NUw6ZMmQJXV1ccOXJE7vn69++vVn2oBvXp1gbS8vD29kZ0dDQyMzMpYfFXycujw8OjGQTR0tHBzMwM2dnZ0NYWw9iYRGmp8uKsBw8exLx58xRqnEZFRcHR0RGbNm1SwlUlphJ+FMUv1eH58+fU7lAiuh4TE0Op6JSUlFDC19KQdE2ZNGkS9u3bp/Y8mpubsX//fsTFxWHXrl2oq6vD7NmzceHCBdy4cUPh+D///LNTxNFVQdJcOjw8HCdOnFDrHAwGA1OnTkVTU9MbZyxbU0YQ4NNo0BWLQafT0dTURHVWESgoMTl+/DgaGhoQGxuLrKwslX4/Bw4cwMKFC2FmZqbU4qmrefDgAcaPH6/0Iqmurg4pKSkIDw9HSkoK+vbti/79+8Pa2hq6urpobGykFq/S+Pzzzzscu3RycoKbmxu2bt0q1xgSBAFjY2McPXq0Q9fToBpvRHrVmDFjEB0djQsXLsg0lgDQ3Eyj4oC5ubnQ0dGhMsSsrFSLoUoa8o4fP77de+bm5pg6dSpWrlwJLy8v7N+/X6n+mByOuE38UlJyIhbLj1+qiqenJ0aMGAFbW1s0Njbi3r17WLlyJdauXSu3dIbFYqG+vh5ubm4IDw/v0ByeP3+O/fv3Y+rUqWCxWNiyZQs8PDwwfvx4qtejLAoKClBTU4PIyMgOzUFVbt261a6/pbJoaWlh+vTp4PP5+P33399YYymB+VeoRUtLq81DvEmJsefOnUNtba3Kuq8FBQUoKipqJ/b/ujAxMQEAlTwK58+fB5vNxqpVqxAbGwsDAwPcuXMH3377Lb788ku58fqOGkuCIDB58mSkpqYq3DkGBgZCKBRqdpjdzGvfYc6ZMwc2Njb47bffkJmZqfD4ggI6zMxI1NTUgCRJWFtbIzc3FzY2IqSlMSAUKl+kvX//fixevBjm5uaora1FaGgo+vbtCzabjfLycpw7dw5JSUlKJzSZmratv3zy5AkAoKqKgEDQseJxS0tLhIWFUS7XZ8+eKewx+ioSqbJTp05h3LhxyMrKUilh51WysrKwefNmTJgwAc7Ozti7dy/Gjx+PkJAQhRJyV69eRUREhErX43K5VB1uRkaGyt1Pzp8/j4CAAPTt21elGJ22tjamT5+O8vJyHD58GPLi/m8CNLEYEg0sLS0tyriLAShrOsrKysDj8VS+9u7du/H+++9j+vTpuHr1Kp49e6byOTqLsWPHqvwd4fP5oNFor0XOTtLMe//+/QqP9fPzUznOrKHjvFaDGR8fDxsbG6xbt07pL3ZhYYtblkZruamtrKyQm5sLbW0x+vYV4t492XJ5r/LixQsUFBRg3rx5YDKZqKurw71793Dx4kXVeh7+hcQdK4lfSuov1XXHstlshIaGwt3dHWw2W6HLVRE0Gg1isRgpKSlwdHTE9OnT8dVXX8n8rBwOBwwGQ25iVHl5ObZs2YLhw4cjLi4OO3fuxOLFi5Gamiq3gD8pKQnh4eGIioqSK1VIEATCwsLg4eEBDoeDpqYmiMViRERE4OXLl9i8ebPSOwihUIhnz54hNDRU6YeNjo4OZsyYgcLCQpw4ceKNN5YA0PoOIAiCkvJrBjoslaeIyspKJCYmIiAgAL179wZJksjPz0diYiLS09O79NoSuFwuZs2aBSMjI2zYsEGlscbGxhCLxd1uLJlMJry8vHD8+HGFC3QjIyNwOBycPHmym2anQcJrM5gjR46Ek5MTmpubMX36dKxdu1Ypl0ZDAw3FxQR69CCRlZUFf39/WFtbIz8/H717C/HyJYEXL5SPZR4+fBhLlizB5s2b5ZaLKEZMJfxYWlqiublZ7filj48P/P39YWJiAj6fj/v37yMhIUHlTgmvwmazqZ/x/v370bNnTyxcuFBmVuDYsWPB5XIVyoyRJIkzZ87AysoKTk5OSE5Oho+Pj8Jswf3792Py5MkoLS2VKjdnYmKCd999FzQaDXfu3MHly5cpNzePx8P8+fPxySefYP369Uonn508eRKLFy+Gvr4+qqur5R7LZrPxzjvvICcnR2lB79cJm82GoaEheujpwbq0FEwmEywWi1oQCbvYWEq4du0apTnbv39/+Pn5IS4uDiRJ4tmzZ0hISKBiqp1NWFgYAgMDUV5ejjVr1iilKdsaExOT1+Ju9/LyQnNzs1Iau/7+/qirq1NrUa+hY7wWg+nu7o7Bgwfj999/R1ZWFpYtW4YVK1Zg7dq1SiUZZGYy0KOHAI2NjXj+/DkcHR1RXFwMgUAAH59mJCTQUF+vnJGS6IwOHDiwQwaTwxFDR0f9+KW1tTWGDx8Oe3t7iMViqVmuHcXS0pJyEwMttV0rVqzAhAkTpLqBnj9/jmHDhoHNZit1c169ehUhISE4ceIEYmNjFR7/8OFDnD59GqNGjcKgQYOQmJiIW7duUe9Pnz4dZWVl2LhxY7tVd2VlJVavXo158+Zh+fLl+O2336RK+jGZTLi6usLZ2RlWVlbg8XgQCoUYO3YsfvvtN5mLNENDQ8THxyMjIwNnzpxR+Fm6EzabjTlz5sDAwIDK3pTEjcViMeh1dXC4cAEikQh0Op36jN1lBiT3MEEQSElJQUpKCgiCgJeXF/z8/LBgwQI0NDQgLS0NCQkJnZb49eGHH4LL5eLPP/9U2KdVFr6+vmo3Cu8Izs7OSnvZnJycVGp8oKHz6HaDaWZmhgkTJuDq1at48OABAGDNmjVYvHgxPvzwQ2zcuFFhhl1xMR3Pn9NhaytCdnY2TE1N4eXlhaSkJGhrizFkiAAXLmijuVm5FfXdu3fh4+PToYyz1vFLNptNraArKwmZ82Cz2Rg+fDj69esHHR0dFBcX4/Dhw3L7N6qLkZERDAwMkJycTL3G5/OxY8cOvPPOO8jKymp33StXrsDLywvLly/H6tWrFXoAnj17hsmTJ6O2thaGhoZKzSsxMZESAxg9ejSio6PR1NSEqqoqGBoa4ttvv5XpoiJJEps2bcLYsWMRHx+P1NRUPH/+HObm5rCysoKxsTGYTCaEQiGqqqqQl5eHs2fP4tGjR5gwYQKmTp2KXbt2tftcjo6OGD9+PC5cuNDm5/WmEBgYCB6Ph1OnTqG6uhrV1dWorKykPBA8ksScv3pu+vv7U27kzhfHUx6SJHHz5k3cvHkTLBYLQ4cOhYeHB7y9vVFZWYlbt27Jba8mDSMjI4wePRq2trbQ0tKCWNzSP/f+/ftqzdHc3By2trYqN73vDCwsLJQOtfB4vC6RIdWgmG41mCwWCwsWLEBOTg5Onz5NvS4UCvH9999j9uzZWLx4MX755ReFySj37mnBzIyEjo4Yt2/fxpAhQ9C/f3/cv38f+vpi+PkJcPUqU6nazIsXLyIwMBB2dnZqZ51J4peSzF1Z8UuCIODv7w9fX18YGhpS8aW1a9d2qWh3bGwsSkpK2sVmsrOzcfXqVYwdOxa5ubntXJvr1q3Dxx9/jEWLFmHt2rVyryEUClFQUABzc3PQaDSl0/mLi4uxY8cOAC0Pjt69e6Nfv34QCARKuVoPHz6M3NxcjB49Gi4uLuDz+SguLsbdu3eRmpoqdQezf/9+qUYzICAAgwcPxp49e/D8+XOF134dMBgM8Pl8me671jc1jUajjFB37TAlWsGyjF9jYyNOnz6N06dPw8TEBMOHD0dwcDCGDx+OwsJCXLp0SW68k8FgYMKECXBzc6OS83JycuDi4kI1DS8vL8f169eRnJyslBFmMBiYO3cunj171q31wUBLVyU2m41r164pPFZSR63Jjn09dKvBXLRoERoaGrB9+3ap7//8888YP3483nnnHRw8eFBu4bRAQMONG1oIChJAKBTizp078Pb2Rq9evfD06VP06EGif3/lkoAEAgFevHiBYcOGYevWrWp8MjG1w7SwsEBzczN1k0oMpouLC4YOHQorKysIhUI8efIEv/32G8rLy/Huu+9i8eLF2L59e5fcCH379oWNjY1MhZIzZ87AwcEBCxYswKpVq9o8YIRCIX788Ud88MEHiIuLk1uHBrTcyPb29qioqICxsbHKLuWioiIUFRXB2tpaJVHpyspKaGlpKaxfk0CSJPbv34+xY8fivffeozwVBEFg48aNCuObrxOSJOX+bFpH8Gk0GhWT664Ypp6eHgDZBrM1paWl2LNnD4AWt+TQoUMRFxcHkUiEJ0+e4Pz5820Wef7+/ggPD0dzczN27tzZJrOeIAiEhIRg3bp1CAsLQ0REBEaOHInc3FycP39eZsauiYkJ5syZA6FQKPPZ1JVIYpLKuKb79+/fZcL18uByuSrHg/+OdJvBjI+Ph56enkLd2QMHDqCqqgrjx4+HgYEBLl26JPPY0lI67t/XgodHi8bso0eP0KdPH9TW1qK4uBi9ewtRW0vD06eKP+aVK1cwfvx4EAShsi4uhyMGm93i9jIyMqJk4thsXQwbNh69erlSfQN3797dbvW8bt06TJo0CbNnz8ZPP/3UqdqQ/v7+GDlyJG7cuCE3RvvTTz/h008/xaxZs9otGmpqarB161bMnz8fw4YNQ0JCgszzZGVlITY2Fo8ePeqQm9vCwkKllf6UKVOQkZGh0oKDJEkcPHgQFhYWsLS0RGpqKp4+fdqpushdgUgkklvr+qrBlHye7vpU+vr6av0MMzMzkZmZSXlhfHx8sHjxYggEAtTV1YHL5YIgCCQlJeHUqVPtxru5uaG+vh7FxcVUPbe7uzsCAwMxa9YsCAQCPH36FDU1NaisrARJkvDw8IC5uTkKCgqwbdu21/K7NzU1VdoI2tradvvuMioqCt7e3igrK8NPP/30j0426haDGRoaCicnJ2zatEmpH/a5c+dQVVWF6OhoGBgYyH3oZmXRweWK0auXEC9fvoSenh5149TV1WHAgGbU1tIUirM/ePAA48aNw6BBg1Tu6flq/WVVVdVffRNNkJNjjfPnz+PatWtyb8Z9+/aByWRi+vTpHdaGdHJygpeXF3r16gUmk4nz58/j4sWLcscIhUJs2bIFS5YswcyZM3H//n1kZmZSv6/8/HwcOnQIsbGxSEpKkvl7zMvLo3oe9uvXDz4+Pkpl/rWGwWBAV1cXjx49Uur4kSNHQktLC3v37lXpOhIku9q3BbFYLN9gtip9abPD7PKZtcDj8TpkeEiSRGJiIhITE8FkMuHj4wMTExMUFhbi9u3bMs9tb2/fLqzx4MEDPHjwAEwmE1FRURgwYACqq6up0q+CgoIu0zU2MzODi4sL8vLy5Naj6urqKq3FbGBgoHaMVl08PT2RlJQENzc3fPLJJ/j999/x8OHDbp3Dm0KXG0yJm+T27dsqFdnfunUL1dXVmDZtGgwMDOQIhkuaTJNUqQmHw4GnpyfV3cPPryVztq5OvovvyZMnahvMHj16wM7ODgRBgMvlori4GGfP3kdy8mnFJ/iLPXv24D//+Y/KhfWurq4YMGAArK2tweFwQKPRUF5ejhs3buDChQtKK5AUFxejrKwMNjY2VN9KkUiE0tJS3LhxA7du3UJUVBT69u0r1wgeO3YM77zzDo4dO4Zhw4ahb9++uHPnDgoKClBeXq6wlnHWrFkgCIJy7cmDIAj4+vqq9DnfdoRCoVo7zO6KYXp7e6ssGCALgUCAxMREpY41NjaWGQcUCAQ4ePAgBgwYgGPHjsltkt5ZxMTEwNTUlOoKU11djRcvXiAvLw8pKSmUi1NHR0dqh5RXIQgCBEF06w7T398fNBoNZ86cwalTpxAVFYUpU6YgLS0Nv//++xvvjelsutxgkiSJ69evY9CgQSguLlbJGD1+/BgbNmzAggULsHjxYmzYsEHqL0gspuHGDSZCQprA5Ypx7949yqWTlJQEJlOMgAABzp/Xlqu4c+bMGSxfvlxpjVMej4eIiHAMHvwCdHoTmpqaIBQKceXKFQBAbi4TbR9f8pEU1g8bNkwpgxkYGIjQ0FAQBIHy8nI8fvwYAoEAvr6++P7775W+rgSCIGBoaIg//vgDN2/eBIPBgLOzM3x9fTF69GhERUWBRqOhrKxM7nlevHiBQ4cOYdy4cbhy5Qolxzds2DBwOBw8e/YM9+7dw8OHD9v9PseNGwdra2scOXIEQUFBuHv3rlwDGxISArFYjMuXL6v8ed8khgwZAhaLJXf3LoEkSZUMpmSHKeqGGCZBELCxsVF7t9+R6+ro6FCZ97IoLS2Ft7d3txjM1jkDdnZ2GDBgAKysrGBnZ4ewsDDU19fjxo0b4PF4SpWJSO4VHo/XaQsSRQQFBSE1NZW69vHjxyEQCDB48GB89tlnOHDgQLcJUrwJdItL9o8//kBFRQVGjhwJHo+nUhH4ixcv8N1332HJkiX48MMPsW7dOqkF/AIBDYmJTAwbJgCTKcbNmzcxePBgeHh4ICUlBXp6LeUmly8zIRJJf3CUlpaitrYWYWFhVBPaV5HEV/z8/GBgYIDa2iI8f34BeXl58PLyoh52YjFQVqa6ws8ff/yBpUuXwsDAQG5cIyYmBp6enrh48SIuXrxIfaEl83NyclL5oTBp0qQ2xdNCoRAPHz6k3C/Lli2DiYkJgoKCFGYxZ2ZmYsuWLYiMjISVlRWKioqQnp6OkpIS0Gg0+Pn5ISQkBAcOHKBW15JSA4mLzMfHB3369JHr/ikoKHirFU/YbDbef/99aGlpgSRJeHl54f/+7//kjlFkMF+9qSmD2dHJKkFQUBCam5u71WVnZWWFmJgYpbKq09PT4ePj000z+x85OTltdoZsNhuRkZEICQnB8+fPlfYoNTU1wcHBoVsMZs+ePcHhcNo1K5CEWXR0dDB16lRkZGTI1QD/O9Ft4utJSUnYu3cv/Pz8ZHY2l0VVVRW++uorAMBHH30EAwMDqcfV1RFIStICSbY87G/fvg0DAwM4OTkBAIyNSfj5NYNGk71juXv3Ltzc3Nq9bmVlhVmzZmHlypUYPnw4CgoK8PXXX2PfvrXIzc2FWCyGrq4uFUOpqpJdfymP4uJiVFRUyBWwDg8Ph6enJ3799VecP3++zS6NJEm8ePECgYGBKl3X0tISbm5u+P3336W+7+TkBFNTU+zfvx8ODg4ICQlReM6ysjLs2LED69evx/Xr11FXVwcXFxdERESguLgYiYmJmDFjBry8vODu7o5hw4bh2LFjVDzp0qVLCAoKknuNjIwMlWOkbwoMBgPLly8Hn8/H559/jlWrVkFbWxszZsyQO66iogIsFgvu7u5wcnKCvb09rKysYGZmBh6PB46ODuh0Omg0Gmg0WrcJFxAEgYCAgG7ROLWxsUF8fDy+/PJLLFy4EFpaWkrJ4CUlJUFHRwccDqfL5ygPPp+PkpISiMVilYxNXV0drK2tu3Bm/yMwMBBlZWVtNihsNhva2to4d+4c9u/fj02bNsHR0RFLly4Fl8vtlnm9Trq1rOThw4fYvHkz5s6di3fffRebNm1S2gcuEAjw9ddf491338V7772HzZs3S03UKCmhIyVFC56ezaivr0daWhr69euHxsZG5ObmwsJCBE9P4PZtLQDtDdqlS5eomszCwkKEhIRg4MCBlDE8ePBgm6C7o6N0/diOdCfZsWMHli1bJrWMw8nJCYGBgdi/f7/MRIUbN24gOjpapWtOmzYNOTk5MnelEydOxMOHD/HgwQNoa2sjOjoaz58/V0q8XVJcLykBYLPZCA4ORkhICA4dOoRRo0bBwMAAV69ebaP0k5mZibCwMDg6OnZ7bVxXQxAEli9fDrFYjHXr1oEkSQgEAmzduhULFy7EkCFDZMbu0tLSEBAQgHHjxlFGUbLjpNFoMM7Lg82DB5R2sJZWS2lVVxvMSZMmAQCOHDnSKeeztbWFq6srBAIBBAIBSJKEo6Mj7OzsqGbqly5donIVlKGurg4NDQ3w8/PDuXPnOmWe6kAQBEJDQ3Hx4kWVJC/Ly8thaWnZhTP7H7a2tm3uR6CleXxTUxM15/z8fGzcuBFLlizBxx9/jOTkZLXb570NdLvST35+fhsX6/fff6+0eDZJkvjxxx8xffp0LFy4UKYcWnY2A1yuGL17C1FaWorMzEw4OzujqakJL1++hL29CI2NNKSlta/RFAgEVLKRpLvHgwcPcO7cOamxpa7of1laWoqffvoJs2bNwooVK7Br1y4UFBSAzWYjLi4OKSkpcjPl7ty5gzFjxsDd3V1hTAdo0d/U1dWVKUwQExMDOp1O9dC8desW7OzsMGPGDKxevVplaTM+n48///wTeXl5iI2NBYvFwqNHj9pJ0Elik0OHDv3bGcx3330XbDa7nYJSYWEhTp8+jYiICDx79kxmMsjGjRtlnnugUIjQvwQxQkJC0KNHD5SUlCjshdkR7O3t4ebmhl9++aXTEkEsLS3h7u4OgiBAp9OhpaWFxsZGJCQk4MaNG2oneT1//hx9+vR5rQbTxsYGBEHgwoULKo1LSEjAwoULYWNj06nlZ9IQi8Xtfpeurq7tMpFfvnyJ8vLyv6RJfUCj0eQ2VHibeS39MCU6oACwYsUKmS5WWezYsQO3b99GfHw8vL29pR5z7x4DeXkt6Q+FhYXUTSJpWeTqKoSj4/9uOB6Ph4kTJ+LLL7+Evr4+CgsLsX37dnz55Zc4duyYVGPJZpPgcNrXXwId73+Zm5uLVatWoby8HAsXLsTMmTOxcOFC1NTU4ODBgwrHS+TmFMHhcBAYGIjTp09LXekaGRnB09MThw8fbnPz7N+/HxUVFVi0aJFKAgOtefjwIWg0GvLz82UmiaSmpsLAwAA9e/ZU6xpvIvPmzYOxsbHMeHxiYiKysrIwZ84cMJlMlc+v9UqSFI/HA4vF6rKyEiMjI0yZMgUikQgTJ07Ep59+ik8++QQrVqzARx99hOXLl2PEiBEqu0GTkpLw1VdfYdWqVfjPf/6Duro6pKamIjExsUMZ0Tdv3qR6Zb4umpqaQKPRwGazVRpXUFCA7Ozsbuk5WlNTAw8PD+r+NjMzg42NjdTEzevXr8PU1BSHDx+Gj4+P2s+EN53X9qkaGxvx9ddfo7KyEu+9957KboZjx47h3LlziI6ORlhYmJQjaLh5UwvFxS0fMTs7Gy9evMCAAQOgq6sLABg4UITYWE98/PHH+PDDD2Fra4urV6/is88+w7Zt2xS6G1+tv5QE4juj/yXQ8jPaunUrtm7dChsbG/B4PKX1Jg8fPgwulwtnZ2e5x02fPh0VFRUys5dnzJiBFy9eSN2pbtiwASwWS2HMTd61CYKQq91JkiSuXr2qMJb5tjBz5kxYWVnhhx9+kJvU9euvv6KpqQnz589X+RoSv4nkoVVYWAhHR0c0d8EO08bGBsuXL0dVVRUSEhKQlJSEW7du4e7du3jw4AHS09NRXFyMgQMH4tNPP8W//vUvLFy4ELNnz8bcuXMRGxsLMzMzpa7VOuO3Izx+/BhisRguLi4dPpe6FBUVoaKiAgsXLlR57O7du8HhcJTKI+gI27ZtA5PJxH//+1/861//wtKlS5GTkyP1WXD9+nXq9yMSieDl5dWlc3tdvNZ+mBIXa3x8PBYuXChVBUcely9fRnV1NdUZ/dWOGyRJw7VrTAQHC8DjkUhPT4e2tja8vb3B5/PB4XAgEolx+/YD/PRTMiorK1Wav8Qdq62tDTqdTkl4dcQdK42amhpoaWnh5cuX8PHxUaqEoq6uDhkZGRg/fjz+85//SD3G3d0dFhYW+O6776S+7+/vD0NDQ5lZmwKBANu3b8e8efMQHBysUByhNUOGDEGvXr2wYcMGhS75O3fuIDg4GGZmZgqF+d9kJGISyrYj27BhAz788ENER0fj2LFjSl9HsieVxC6fPXuG/v37Izg8HI/u3Ok0abWBAwdi9OjRePbsmVKSclwuF4MHD4aZmRm0tbVBkiTs7e3h4eGB8+fPK3RPEgTRaa23JOUlGRkZnXI+dZB0C5o4caLMZDtpNDY24ty5cxg+fDhu3rzZad1eXoXP52PlypVwcnKCtbU1Hj9+LLctW2VlJZydnZGbmwtfX9+3NhlPHm/Evnnnzp1ITk5GXFwc/Pz8VBp77949bN++Hf369cOcOXPavS8U0v4SYeegb9++MDAwAEEQ0NXVRWpqKi5fvojq6iNgMuXXFkqjtX6sUCik3ESdbTBnzJiBly9foqioSKUHxr59+0Cn0zF+/Ph27xEEgbFjx+L27dtSH95MJhMRERG4cuWKzBuSw+Fg5syZaGpqwrBhw9C/f3+l5uXl5YWIiAicPn1aKYUdoVCIpKSkt36XGRwcjLS0NKWbE1taWkIsFsPHx0el3QTjL5esxGCSJIn79++j5C8XenR0NPr06dPOHUgQBNVDU5IsxOPxYGJiQnWAMTExga6uLqKiohAYGIhr164pbYBrampw6tQp/Prrr9iyZQu2bt2KNWvW4NixYwgJCVHofm4twtBRHj58CFtb2045l7pIugX169dP5R3ZlStXUFVVpbZ3RxUeP36M8+fPK+xhWlxcDDMzM1y5cgVmZmZ/S7fsa91htubEiROorKxEZGQkeDyeSrV12dnZWLduHRYtWoTly5fjxx9/hFAoBIPBwNChQ+Hp6QkDAzq0tc8jJycHeXl58PPzQ+/evVFeXg4Gg0RAgABpaVp4/JiuVIeT1vFLY2PjTo1ftqb1Li8mJkalB4ZQKMT+/fsxdepU3Lhxo80XfvLkyRCJRDJlB+Pj48Hn83H27FmZ53/33XdRV1eH77//HsOHD8f48eNRXl4u98YaM2YMvLy8cOHCBaUVXAAgOTkZH374IQwNDV9Lv8LOgMvlKtW6zd3dHSNGjICenh6ysrKQlZWFESNGgM1mK2zKDfzPJctgMCAWixEcHAwajYYcd3dUsNnw8fGBj49PG4k9SUZta8RiMT788MM2r7eu/xQIBHBxcQGPx8OxY8fU3v3dvHkTERER8PPzk+s96SyXLNDiQgwJCXntouK5ubkoKirCqFGjUFxcrFJP3l9++QXvvfceVWv+uqHT6RCJRMjKyoJIJFJLNe1N540xmEBLskNlZSUmT54MHo+nsDNGa0pLS/H1119jyZIl+Pzzz1FdXQ1DQ0MIBAI8evQIZ8+eBZ1eheDgJjAYLQ9gPz8/+Pn5ITk5GUKhEO7uzbC1FSItTQuFhQSklZ1IeDV+KYl3dlb8EmgpVYmIiMDly5dRV1cHR0dHMBgMpZWIgJZC7adPn2L69OlYuXIlgJaa0j59+siMHTo6OsLe3l5mJqa5uTlmzpwJLS0tSkz/zJkzVNeHb775pt1DiMFgYM6cObC0tMRvv/3WpsuEMhgaGqK2thaRkZFvbZE0SZLQ0dGR+b6XlxfCwsLAZrORnp6OI0eOUMlmFRUViIuLA5vNltrsuzWtzR6NRsPdu3dBkiTOZ2TgIYMBoVCI5uZmyitCkqTSCzFra2vExcXh119/hYODA9zc3CASibBy5Uqkp6fj0KFDKpVJ+Pn5wcnJCTQaDUOHDqW8CK2bYkvKZsRiMUJCQih1J+rz/vVvZf5u/YckSfTr10+ptlrKQBAE5s+fj+fPnyMlJUWuJ4HBYGDUqFEYOHAghMKWbP65c+di06ZNSsnkAS0lJjdv3sSYMWOQmpr62qUhDQwMKG/Vs2fP4O3trTGYXU3rWs2FCxdi8+bNSt3MJiYmCAsLA4vFAp1Oh6GhIe7du/dKRimBa9eYCAgQUG4+X19fDBkyBA8ePEBFRQX09cUYPFiA6uqWLicFBXQ0NrY3gN0Rv4yPj0d9fT3OnTsHLy8vEASBqqoqxMbGytHWbc/OnTvx+eefY8KECdi/fz+mTZsmt+/f5MmT8ejRI6nav66uroiLi0NeXh5++eWXNvHHXbt2YfHixVi6dClWr15Nvefn54eIiAiqO4gqxtLKygrBwcGwsrLC/fv3MWTIEIUqSG8qL1++REhISJuSIIIgEBwcDH9/fzCZTKSmpuLo0aPt4rrp6enYtm0bZs2ahczMTLnlQhJTIjEMkp9VaUMDShnq3/JaWlqIjo7G2bNn8fLlS7x8+ZJ6ILq7u2PUqFH49NNPceDAAbniBRYWFoiIiIC9vT1IksTLly+RmpqKkpISiEQiypCLRCI0Nze3eY1Go4FOp1O6qhLDKnlN8jeNRqP+L/n3q2P8/Pw6NVuWyWSCz+ejf//+GDx4MIRCIVJTU9s8gxgMBqKjozFgwAAIBAKcPn2a+hnGx8dj/vz5KpVqHT9+HP369cOUKVOwc+fOTvssqmJhYQFTU1PKQ3Dp0iXMmTMHjL8WaH8X3jiDCbSt1fzggw+wdu1aqYkhTCYToaGhGDBgADgcDioqKnDu3DkkJSVh4MCBGDNmDK5evdomUaS4mI7r15nw8xMAEFEq/AMGDEBNTQ3S0tLQ2NgIfX0xBg5shodHMyoqCJSUECgtJVBW1qLg09XxSxMTE9ja2mL9+vUAWurp0tPTce/ePWqnoWybHaFQiD179mDatGmwtLQEm82WeXONGTMGdDpdapkHk8nEpEmTkJKSIrPj+4YNG7BixQosXryYuiaXy8W1a9eQlZWFCRMmID8/X2HSi62tLYKDg6mbcO/evRAKhejbty9GjRqFXbt2KfXZ3yR27dqFDz74AJ9//jny8/Oho6MDc3NzkCSJ27dv4/Tp03IfLs+ePUNeXh4GDRok12BKlnevyufJl7yXD41Gw8SJE1FSUiLV/SfpCjJmzBhMnjwZR48ebVP0zmQy24mAHD58+LW6EgcOHNhpLl6gJRlHspAlCALe3t4YMWIEXFxckJiYCDMzM/Tt2xdNTU04efIkrl+/3mb8zp078f7772Pu3LkyE/GkcezYMUyaNOm1GScOh4P58+cjKyuLWgw+f/4cAoEAw4cPl9qK7W3ljTSYwP9qNZctW4YVK1a0ScP39PSksu0aGxuRmpqKhISENquy27dvw8vLC9OnT8eaNWvanLuwkI4rV5jw928GkynGw4cPkZubiz59+sDf3x+1tbV4/PgxqqurQaMBRkYkjIxIuLi0aMQKBDRoa3dt/DIiIgIVFRUoKiqClZUV9PX1sWnTJtTU1KC2thZjx45VyWhkZmZi586dmDp1Kk6dOiV1AWJkZAQvLy8cOHBA6q5+9OjRaG5ulmksgRa349q1a/HJJ59g0aJFyMvLw/r16ynjnpCQgOnTp2PTpk1oaGhoN75Xr14IDg4Gl8vF5cuXce/evTYPtUuXLiEqKkqtvqWvm5qaGqxcuRLh4eGwsrJCY2MjTpw40U5NRR75+fno16+f3GO6wmCOHj0aTCZToaj60aNHUV1djejoaFRWVoLBYCAkJAQWFhZoampCamoqzp49+0b0VKTT6UqLpqgKSZJITk7GnTt3MHXqVAwZMgQCgQAnTpyQmz26ZcsWrFixAv7+/kq7M9PS0jBu3DgMHTpUbq/aroDBYGDp0qWoqKho5/WShL00BrObaGxsxJo1a7BgwQJ88MEHePHiBXr06AGgRcz4yJEjcoPkO3bswKeffoqgoKB2yQQlJXScPUvA11cAExMStbW1SE5Ohr6+Pnr37g1PT0+IRCJUVVXh5cuXKCkp+Uv0GpSxBFril5JOA50Zv+zduzclUj969GgUFRVRccFTp05hwoQJ4PF4KpXCBAcHo6ampt3KVoIkc1iWilCfPn1kjm3NrFmzQJIkdu7c2c7te+vWLZiYmCAuLg7bt2+njJ6zszOCg4PBYrFw8eLFNh0SXh0fGRmJyMjIt1KCS/LQVJcXL14oFA+XaTDVrMMMDAyEra0ttmzZotSO7OLFizAzM0N8fDwIgkBeXh62b9+ulIxid0IQBJr/UkTqKoRCoUrhk7q6Oty7dw9Dhw5VKf6XmpoKb2/vbjWYPB4PixYtglAopDxhrTl37hwGDx4sV+bxbeONNphAy0ptw4YNmDhxItzc3HD8+HGli/f5fD4uXLiAYcOG4datW+1WtXw+DZcuMWFjI4KbmxC6umJUV1fj9u3boNPpsLKyQo8ePeDi4oI+ffqgubkZtbW1KCkpwcuXL8FgMLokfuns7AyCIJCcnAwWiwVra2ts27aNev/BgwcIDAzE/PnzFXa2kODk5ISePXvixx9/lHlMXl6ezAUIl8ul2k/Jw9PTEz169MDq1atlZh+eOnUKcXFxWLp0KZ48eQJ7e3sALQ/aR48eKeyXeezYMbnJM39nCgsLqXIRWcgymOrQv39/+Pr6YvPmzWhqalJ63L59+/Dll1/i5s2bSmX2vg66w2Cqw6lTpzBw4ECVYvWnT5+Gp6cnrK2tFZZ/dAZOTk6YNm0aioqKZOaZSMqZgoKC/jYG860plDlw4AAAqCwVdvHiRdTU1CA+Pl7q+2IxDc+fM3DqlDZu39ZCdXXLQ0YkEiE3Nxc3b97EpUuXcP36dRQVFUFLSwu9e/dGUFAQ/Pz8Ok0/tjX+/v6UiPvw4cPB5/Pbrc63bNkCbW1tmZ/rVSZMmIBHjx4pXQP4KiEhIeDz+QpdaaGhoUhLS5Obqi8Wi7Fr1y4cPXoUNTU1OHPmDH788Uc8fPhQobEEgJSUlL9d9p2ySOLx8mTmJN/CjrpkHRwcMHLkSPz6669qlV7cuXMH7u7uKo/rLgiCeCMTUvh8Pmpra1WqO+bz+SguLsbw4cO7bmJ/4evri/j4eNy7dw8bN26UGxqReFMcHR27fF7dwRu/w5QgWa0EBwer/LDcsWMHli5dCldXV5lKQiRJw7NnDDx7RoepKQkrKxKWliKw2S2PmYaGhjZNXrW1tdv0vyTJzotf2tjYUPWPLi4uUtVIWqvsSPrTyWLkyJHQ0tJSSU2kNTweD15eXgoFlQ0MDKCrq6t0neSrPQI1KIdIJIK1tbVMlZrWO8w25RcqXMPQ0BATJ07Evn372oltK0tqaip8fX3VGtuZsNlsuLq6ws7ODhYWFjAwMACLxVLYV/R18ujRI7i5uamk8JScnIyRI0d23aTQEtYZNmwYTp8+jatXryo8XiAQoKamBoMHD/5bNFB4awwm0LJa8fDwULoLh4Ti4mLcv3+fkomTnyxCQ0kJ/a82YQzo6YlhYkLC1JSEiQlJGdCmpiYwGAxKP/bpU0anxC+dnJzAYDBw8+ZNMJlMGBgYyHRn5OXl4cKFC4iKikJNTY3UByiHw4G/vz9OnDih1mpa0pWksLBQodRVXFwcmpqaEBgYiH79+mHHjh3d1hn+n0RjYyMsLCyUMpitUdZgmpqaYtq0abh48SKePXum9jxbCyN0BwRBwNbWFr1794a1tTWMjY3B4XAo12tNTQ2Ki4tx7949PH78GNOmTVNax7a7uXLlCnx9fcFkMpVOTLp16xZGjx7dZe3wwsLCEBgYiCNHjigdFgOA5uZmlUXm31TeKoMpEAiQmZmJ8PBwlQwmABw8eBCfffYZYmNjFRZ+/w8aamtpqK0l0PLcEENXVwxTUxI2NiwAPGRmFuPZMwYyMzvnRxkZGYmcnBwIhUIEBARAIBDI1U+9cOECOBwOpk6diqNHj7b7Ik+bNg2VlZVITk5WaR6Sc/bs2VOpjuqOjo6wtLTEunXrUF9fj+nTp2PZsmVISUnBkSNH3rqM1jeZ+vp6mJqaKjxOVYMp6Vzj4eGBkydPdrjkw8zMrEtdnvb29ujXrx8l2cdkMkGSJPh8PsrLy5GWloasrCxkZ2dLnUd1dfVr71oii6qqKjQ3N2PAgAFKa7KSJImysjL4+Ph0usH09PREUFAQ9u/fL7e14Ks4OjrC2toaW7du7dT5vC7eKoMJtDSn/fTTT+Hg4KBS1h1Jkjhw4ACmTp2Kq1evqhnLo6G+noacHAL29oF4+dIHf/55BgBdjXO1x9zcHMbGxtixYweAloQLZXreHT9+HLW1tYiJicGAAQNw/vx5hISEgM1mw9TUVGoGmzQIgoCvry8GDRoEY2NjVFRU4Mcff1TqZzV+/HhkZmZSxn3Dhg3o27cvxo0bBzc3N/z+++8qq/tokE5VVRUMDQ1lvt96h0mj0WBlZQUA6NujBwz/in1KXLU0Gg36+vqwt7dHjx49kJKSgnXr1rUplVIXBwcHVFdXd/g8QIvqlbu7O5ydnWFpaUnFcGtqasBisVBaWoo9e/aolDVeWlr6RsfWamtrYWFhodKYJ0+edHrc2MbGBjExMbh48aJKxtLf3x8jR47E3bt3/zahl7fOYNbV1eH58+cYPXq0zIbHskhPT0deXh6mTZvWrjZTVZydnZUSDleFmJgYvHjxgirqNzMzw/nz55Uae/HiRTx+/Bjx8fGYMmUKTp48ibKyMoSHh6NPnz5UEpE0HBwcEBoaip49e4IkSTx9+hR79+5VelERFBQENptNNZiWkJaWhkePHmH8+PGwtLTUGEwpmJAkPIRC2JEkCABFBIEUOh159FaLMLEYugAMSRKGYjF6PHgAB0tL+Dc34w6DgSY5bk+xWAxdXV3QaDSYmpqC1Ndvpx9bW1uLCxcuUJ6NzsLOzq5N3F8VzM3N0b9/fzg4OFC7x+bmZpSVlSEtLQ3379+nskEnT54MMzMzlbsNFRUVKd0w4HXQ0NAALper0pibN2/C39+/0+ZgYGCA2bNn49GjR0qXrMTFxcHFxQVisRhXr15t1xj+beatM5hAyy5z+fLlMDc3V3mn+Ouvv+Lf//63yu2oXsXU1FSuMLmquLu7w8rKitJvdXNzAwCV2p0VFhbi0KFDCAoKotxpCQkJmDBhAoRCIZ48eYIXL16AxWKhV69eGDRoEKytrcFgMPDixQscOHBAZVc3g8FAaGgorly5IjXWQpKk2slGf3fchEJENDeDp68PBwcH3Lt7F2YkCb/mZuTQ6cgjCBiKxTAUi8FqlbzTIycHllpaGCwUYrBQiJsMBhpaGc1ef2VtS9zgjx8/BgBcePYMWfTO8YYowt7eHhwOB+7u7u12PNLimq1fE4lEYDAYqKurw4sXL3Du3Dncu3dPZob28+fP0bt3b5XnmJeXp7BE53VSX1+vctNtSc5AZ7TCYzAYWLx4MUpKSrBnzx6lxixZsgRGRkavXcWpq3grDWZpaSlevnyJMWPGYNOmTSqNbWxsREJCAoYNG4bk5GS1FEe4XC6YTGanfSHYbDZiY2Nx48YNSr81ODhYqparIioqKmBsbExJ5zk4OEAkEiEoKAjh4eHUcRINzzNnzuDWrVtq7yzGjx8PgUCAc+fOqTX+n4oJSWKMQABLkgS3thZOVVVgkyTEEiEHkQiP6XSUSWmRVF1dDTqdTsXfItFeaBxoiUm2NkTdWUMWFRWF4uJinD9/nhI6B9BG6J0kyTZC6GKxGDo6Opg5cya+/PJLpUXcMzIyMGrUKJXVn168eAEajaZSM4PupKamBkZGRiqNkbTUUqVmVhZLliyBSCTChg0blDrezs4OPXr0wKpVq97In2dn8FYaTKBFgmv+/Plqtee5fPkyBg4ciI8++gjfffedyuM9PT3R2NioUlcGecydOxfV1dVUzZKZmRnMzc3ligzIoqysDCRJ4v3330dtbS3odDq2b99OlXp0tqRc7969O7RT/6fiIRRCC4AFSQJNTaALBODo6raJHdoxmdAxNweXy4Wuri5YLBYYDAblSrW3t0dDQ0Mbo9j630wms40yT3cZTBMTE5iamuL7779XOUs6KCgITU1NKt1blZWVEIvF6NmzJ54/f67S9YRCIezs7OSKxb8uqqqqwGKxVBpjYWHRRnBfXWbMmAEDAwOsWbNG6edFcHAwXr58+bc1lsBbbDDz8vJQUVGBsWPHqiQ9JeHUqVOYNm0aPv74Y6SlpeHkyZNKG87OjF+Gh4fD2Ni4TUx16tSpKCwsVCsxyc/PD1wuFz/++CNoNBrVAUJCZ2eramtr/y1dL12NLUmitZKuSCSCoaEhDAwMKKMIABw7OzQ2N4PP56OsrAxVVVWoqqqCj48POBwOdHV1AbTdWbb+d+vfd+fJjMsnNDQUFRUVapUUOTk5yY23y4LP58PJyUllg9nY2AhLS8s30mBWVlaqLNTi4ODQ4d3lyJEj4ejoiA0bNqhk/Hr27Kl0zsXbyltrMAHg5MmTiIuLA4vFUnm3l5GRAYFAgCdPnsDGxgYrVqygSjgyMjJw+/ZtmV8WMzOzTolfWlhYICAgAEeOHKGM9ejRo8Hj8fDVV1+pfD4Gg4GIiAgkJiaq9dBRlzdRLeVNhwBA0mgQMhiwt7AAg8FAY2Mjmpub0djYiIaGBgiFQiTn5UEkJebHYDCQm5tLZYpL22UaGBi0iR8WSXHvdgUODg4qZVO2xszMTC0Vp4qKClhbW6s8rqamRqkSndeBMjKIr2JlZdWhzGRJY4u9e/eqtCmQJGYpWwLztvJWG8z09HTU19cjOjparcSSkpISsFgsrF69GiwWCx4eHujTpw8CAgIwfPhwqQa0s+KXTCYTc+bMwdOnT3Hnzh0AgLe3N3x9fbF792613BqTJk2ieux1F2KxGPr6+p3mnv6n8IIgwBWJ0MPeHmhsxPPnz9vt/htoNMpYigBU0GgwFotBQ8uOlMlkSo1dSmi9kLnGYKCuG0QECIKArq6u2tKFWlpaaikLFRQUwNXVVeVx5eXlb6zBbC2DqOzzwMTERG2xECMjI8TExOD8+fMq77j9/PxQW1vbZd1f3hTeaoMJtGSBRkVF4dChQyrvdKqqqqjEicbGRly/fp3qxiExoG5ubm0MaENDg8oxFmksXLgQAoGAqrm0tbVFdHQ0zp8/r1JmrARzc3O4urril19+UWs+BEHAxMRE5cw6sVgMLpercJyjoyO1eyZJEgUFBdixY8ff+gaLi4uDSCRCeXk5iouLUVRURD3M7tLpGN2rF+hMJoqePaOMZTONBj5ajOVVLS3cYDBQTqOhmkajuo0YkSR0TE2h16MHkp88AdBSe0nVX/71h8diwcLJCXuuXUNBN+0uzc3NIRaLVS7x6ChPnz6Ft7e3yuOKi4vh4ODQBTPqHIRCIXr37q30At3ExEQpyTppjBs3DqWlpbhw4YLKY52dnf8W0neKeOsN5q1btzBixAiMGDFC5bZJjY2NYMjoQC/NgA4cOBChoaFKiQnIY+rUqTAyMsLXX38NkiTh4OCAmTNnIi0tTe0EmqlTpyIvL0/tLy2Hw8HSpUuxYsUKlcaJRCLo6enJfH/AgAEIDw+Hnp4ecnJy8Oeff0JPTw9hYWF4//33sXr16r+1ClCPHj1gb29PJewA/4srEhkZuHfkCOrEYjQwGGgAqB1lFp2Oo1paUltylRMELjc1ISgoCFfkeBPMdHTg0bs3CrqplAQArK2tO7QIEgqFckUZZPH06VPQ6XSVwzN5eXkIDg5W+XrdRXl5Ofr06aOUwRw5ciRIklTb+2ViYqKWS5XL5cLAwEBtQ/028dYbTABITExEUFCQygaTIAilumMALQY0KSkJw4cPx5O/VvXqMGfOHPTs2ZOSipo6dSpcXV1x7949qiOLqvj7+0NfX1/p9G9pSGKoqmYdC4VCqbViQ4YMwdChQ8FisZCeno4jR460KeFJTU3FJ598glmzZv1tZLNeZffu3e1eY7PZMDc3B4PBQFZWFno3N8OTwYDlX0a0nEbDPQYDKXS63P6V169fR1hYmNx6O4FA0O3i4ubm5h1qDl1WVgZHR0dcuXJFpXECgQBCoRDOzs4qxU9zcnJAEARVhvWmkZ2drbBhONBy3/r7+ytskCAPsViscpIR0NLsXqLTqwz9+/fHmDFjIBQKsWrVqrdqwfzWtPeSh8SFEBISotI4Foul0mpYEr+8e/euStcBWozzkiVLYGNjg7KyMsycORMrVqyAlZUVdu7cqbaxZDAYCA8PR2JiYodveJFIBEtLS5XGNDc3U5maBEEgPDwcX375JcLCwvDw4UN88cUX2L17d7u5CQQCbN68GTY2NoiIiOjQvN8mJK3aHj9+DJIkkUmnY7e2Nr5nsbCOxcI2Fgt3GQyFzZ4FAgGqqqoQEBAg8xhlmj13NsbGxmq1ApPw5MkTSspPVWpra1V2rwqFQjQ3N6sV/+wOEhMTweFwwOPx5B4XHx+P8vLyDiXdPH/+HE5OTiqNYTKZ6Nu3r1KN5YGWWOf48ePx4MEDsNnsN1bLVxZ/ix0m0NLaJjAwEJcuXVJ6xcJms1Vy33h5ealVf8nhcDB37lwYGxujqakJ9fX1uH37Nh48eNDhmiVJok9nyE8JBAKYmZnJ7IIhjebmZujp6WHs2LEYMGAASJLE9evXce7cOYW/h+LiYhw4cAATJ05Efn4+Hj582NGP8NbSrMZOMD09Xe7u43VkL+vp6aGwsFDt8ZcuXUJgYCCCgoJw+fJllcaWlJTA3Nxc5WtWV1fD0dGRSr57k5CUEY0YMUKm2k5AQADMzc3x3Xffdehad+7cwbRp01QaM3PmTPD5fKU8Av7+/oiMjMSpU6cAtDw7OqpG1N38LXaYQEvHcbFYjMjISKXHsFgslXZl6tRfuri44OOPPwYAfPPNN/jiiy/w888/IykpqcPGUpLo01nScw0NDTA2Nlb6eB6PBxaLhQEDBsDV1RVnz57FZ599hjNnzii9aHnw4AFu376NyZMnq6xq8k/nypUr4HA4MuXTXofBpNFoHXKxCYVCJCUlITg4mFKtUZa8vDy14p9FRUVqGdruIiEhAX369JHaIsvT0xPh4eH4888/KQ1qdXn8+DFoNJrSgvT+/v7o2bMntm/frvDYoKAgREZG4s8//0RiYiKCg4PfygXy38ZgkiSJc+fOwcfHR2k/vJ6enkop2Kampnj06JHSx0dHR2PatGm4e/cuvvvuO6UbKyvLxIkTO5To8yq1tbUwMDBQ6tgxY8bggw8+QG1tLX744QesXLlSZt9OaRgZGSEuLg5ffPEFvLy8IBQK8e6776oVQ/mnUlNTg4aGBvj4+Eh9/22tj5UsfsePH6/SuMzMTJWVcYCWhCFlv/evg5SUFFRXV2Pq1KnUawwGA++88w7VRURZl6giKisrMWDAAIXHeXt7Y+TIkTh58qTCXeK4ceMwfPhwHDt2DElJSfDx8YGWlhaOHDnSKXPuTv42LlkASEpKQmBgIOLj4/Hzzz8rPJ7NZlPC1IqQxC+VcduwWCwsWLAAhoaG2LVrl1plIsqgp6eHe/fuddr5qqqqFK60HR0dMWnSJDAYDBw6dEjljDxHR0fExMTAwMAAFRUVuHz5MpKTkyEQCLBixQosXLiQ6kLDYDDQu3dv2NnZoaioCI8ePXrjylCYTCbi4uLQs2dPNDU1ISEhoVtde/I6WlDZuJ0sh9gd7N27F/Hx8airq8Off/6p1JiioiLQaDSVhccfPXqEmJiYN1ZTFgB+++03LFq0CB4eHqiursa0adMgEomwadMmtTSnZfH8+XPY2trKPcbd3R3R0dFISEhQWG87b948WFtb49dff6UW9gYGBuDz+W/lgu5vZTCBli/WwoUL4eLiIjcWJ0kOULZExMvLCw0NDQof2A4ODpg+fTrq6uqwevXqLrkBCYKAh4cHtLS0EBQUhOHDh1P6onl5edi/f7/KdXBcLhcEQUBfXx8jRowAm80Gm82Gjo4O2Gw2uFwutLW1QaPR8OjRI/z+++8qfeE5HA5mzpwJc3NzPHnyBJs3b26XHLJ+/Xp88MEHmD17NoyMjKCvrw+RSAQ+n0/16VRVbL8rYbPZ+PDDD9Hc3IwLFy7AwsICMTEx4PP5XbZIkjYHRb9rBoPxxi00FPH48WPs3bsXkydPVkncv7GxEc7OzioZTD6fj8bGRvj4+KhVg9gdvHjxAtevX8fYsWNBEAQePnyIffv2dfpC6MmTJ3Lj4lwuF+PHj8f169dx6dIlmccxmUwsXboUurq6WLduXRtPXl5eHgIDA9/YzGR5/O0MZkFBAe7fv4+JEydi5cqVMh/qAwcOVMmoKBO/jIiIwJAhQ5CWltauN2Rn4OjoiODgYPTs2RNisRjPnz9Hbm4unj59isLCQtjZ2SEyMhIffvghSkpKcPbsWWRmZra5qdhsNvr27YvevXvDwsICenp6oP9VpycxTu7u7pREW1NTE16+fImUlBQ8e/YMhYWFKt+k1tbWmDNnDmpqauQKctfU1ODChQsIDQ3Fs2fPsGnTpg5lXHY1CxcuRH19Pb755hvqNV1dXYSHh3eLwTQyMgKLxVK4o30bDSYAPHz4EAcPHsT48eORm5urlDeooqIC9vb2KpelSJSC3lSDCQB//vkn+vTpg6qqKqXbbamKSCSSW4o0b948lJWVyd31GxgYYMmSJRAIBFizZk07o5iRkYHy8nJ88sknyMjIwLlz59RWJ+pu/nYGEwAOHjyIFStWYOnSpfj222+lHmNnZ0fpcCqDmZkZTp48KfU9JpOJuXPnokePHmq5KeVhbm6O0NBQ2NjYQFdXF4WFhfj999+lSlc9fvwYjx8/hpmZGaKiojBlyhQQBAGhUAiSJMFgMEAQBAQCASorK/HkyRM8ffoU+fn5He5uIAt3d3dMmDABmZmZ+O233+Qey2azERISgpSUlG6Jb1hYWFBGhyAIZGRkKG2gx40bB319ffzf//1fm9dPnjyJpUuXwsDAoMt+phJmzJiB4uJihV4MWeIcbwP37t2Ds7MzJkyYgP/85z8Kj8/KyoKnp6da1xkzZow6U+xWEhISMG7cODCZzC5ZBHl5eclMHoqOjgaXy233nW+NlZUV5s6di9LSUmzYsEHm4vq7775DYGAgfHx8sHz5cpSXl2P79u3drhClKm/vnSQHkiSxdu1afPTRR5g/fz42b97c5n0DAwMYGBjg9u3bSp3PwMAAWlpaUuOFVlZWmD17NgQCAb799ttO+YUTBIGAgAAMGjQIXC4X5eXlyMzMhIeHB/Lz8xXqPBYXF1NiAEZGRrCwsICOjg7Ky8uRn5/fbbsNBwcHTJgwAdeuXaNSyeUxd+5c1NbWdrmxdHV1RVRUFLhcLrWYAFoeCAKBAJcuXZJb0uDm5oaBAwdix44d7VbPxcXFqKqqQmRkpFThgs6Ay+Vi7ty50NPTw9dff63weHd3dzQ1NYEgCNDpdGrhRKfTQafTqX8LhUIq6UrSp1Ly79avSeuMInldR0cH5ubmGDZsGLVTefXvV1979fVXj29sbISOjg4cHR0VJrjdvn0bgYGBYDAYKoUM7t+/j3HjxsHNze2Nzt5MSUlBZGQkRo0ahcOHD3fquS0sLODo6Cj1/rO3t4ePjw/27t0r043ap08fjB8/HllZWQoXx0BLlveVK1fA5XIxZ84czJ07F6tXr+7w5+hK/pYGE2iJS/z4449YtmwZ4uLi2jy8Zs+ejeLiYqXjl56enlLjl8HBwQgNDcXjx4+xa9euDscTjIyMEBkZid69e4MkSTx8+BAnT56kdhCPHj3C1KlTIRKJlE6EKC8v73C6uTqYmJhg5syZuH//vlLGcuTIkTA2NlarS4sq+Pr6IioqChkZGfjhhx/a3Pw8Hg8ffPABhg0bhqFDh+LWrVtISEho83vncDiYOHEikpOTZboIL1y4gJiYGJibm6vVok0WZmZmGDFiBBwdHVFeXo7Vq1fLjQFxOByIRCKEhoYCaGvwXm3qLBHRl+yKX3XLyeq5+epxkvNI03WV1YJMmf9LNFUVGczy8nIIhUL069dPJU8PSZLIzs6mBDfeZC5cuICIiAgcPXq002KYLBYLc+fORVZWVjsXP4PBQHx8PB49eiRzse7q6oopU6aARqMpZSxbU1NTg5s3b77REoUS/rYGE2i5ebZu3Yp58+Zh1KhR+OOPPxAREQEDAwOsWrVK6fM4OTm1KcYmCIKSuDtx4gSSk5M7NE8/Pz8MGTIEBgYGKC8vx9GjR6XGpTIyMrB7927ExcWBJEmlDNHrgMViYeHChcjPz1dKwcjW1hb+/v44cOBAl2Yp2tvbY/To0Th79qzUHWRlZSVu376N/v37Izk5Gd7e3vD390d1dTWlCMPlclFRUSFXguzOnTvo27cvFi1ahLKyMlRWVqKyshLl5eUoKipSKRTAYDAQEhICT09PcDgclJWVYd++fUp1kwgJCUFDQ4PS3/WvvvoK27Ztey0LLEUsX76cUpRSRGlpqcoGEwBOnDiB5cuXw8jI6I38GUhISkpCeHg4Bg0apHZXmFd599130dDQILW38OzZs9Hc3CzTY+Lo6Ii4uDjcuXMHXl5eal3fysrqjc5XkPC3NphAS0aWxMgYGBjAxcUFR48eVSk7q3X8csCAAYiKiqLcvp0RrB40aBD09PRAkiT09fURFhaGoKAgNDQ0oLy8HKWlpSgpKUFJSQmePHmCffv2YdKkSRCJRJ3Sl7OzWbJkCRoaGrBlyxaFxzIYDMyYMQMZGRlq91BUhsjISHh7eyMtLU2uu/X48ePo378/WCwWvvzySzg6OsLFxQXa2tpgsVjQ09NTqkHvr7/+CkdHR3h5eYHH48HExAQ6OjrQ1tZGc3OzQrevs7MzQkJCYGlpCYFAgNTUVJw7d06lBUXfvn2Rmpqq9PH19fXw8fF5IxdiJEkq3RvyyZMnasUxS0tLUV5ejjFjxmDbtm0qj+9Onjx50sZgSjLc1QkJTZkyBfr6+lK9O0FBQbC2tsYPP/wgdayRkRGmT5+Ou3fvIiUlRa2fOwAYGhp2qI9nd/G3N5gAKPHvyMhIpKSkKB27BFoSUbS0tBAWFoaoqCiIxWKkp6d3akp3a0krBoMBFosFFosFNpsNIyMjmJqawt3dHaampuDxeKiurkZ9fT38/f3B4/E6TemnMxgxYgQ4HI7Su5o5c+ZAIBBg165dXTankJAQ+Pn5QSgUKhToJ0kSf/zxB2JiYpCQkICsrKw2bkAzMzMsWbIEnp6eCrNTXx0LtDzYhg8fjmHDhsHf3x+///47tePkcrkIDw9Hnz59oKWlhfz8/Db1a6oQGBgIHR0dnD9/Xukxubm5cHJyeiMNpkgkUlr5R904JgD88ccfiI+Pf6NrMgHg3LlzWLp0KUJDQ+Hr60vtvkUiER48eICDBw8qdR5/f3/06dMHP/30U7tNhLm5OYYPHy5TnIAgCLz77rsoKirC4cOHMXbsWLWNXlVVldoawt3JP8JgAi1uMnUKyvl8Pv744w9oa2sjJycHz58/7/zJtUIoFKKuro66WfPy8tq8TxAEJSFnYGCAadOm4f3338eGDRteexNnNpsNf39/nDx5Uqm5BAUFwcrKihIq6ApcXV0RGhqKsrIyZGRkoL6+XuGYO3fuICgoCNOmTWtX91lcXIwrV64gJiYGubm5KnsYSJLEmTNncPHiRUyePBmzZs1CQ0MDSJKErq4uampqcPXqVVy5ckXtwm42m43hw4fj4sWLKnlS7t69iylTpqhlaLoakiSVNpjqxjGBlkzzmpoajB07Fjt37lRnqt1CcXExGhoaEBISghs3buDy5cuoq6ujFHiMjY3bJTu+io2NDUaOHInTp0+3y+dgMBiYM2cOcnJyZLp9JTFLyXXs7e2Rk5Oj1uc5fvw4VqxYgQ8++ACnT59uE0dmMBhgMpnQ1tYGk8kEg8FAfX19l2ehS+MfYzA7QmfJTnUGJElSD+nS0lJ89dVXWLRoET755BNs27atnYHtTuLj41FdXa3Uz8vMzIxavXZVDZaZmRmmTJmCkpISlJeX47Sc3pGvsn//fixYsECq8Th79iwcHBwwb948tdsTSZqHc7lceHl5gcFg4M6dOx2Onbm6umLSpEkqNwL28vLC8OHDIRaL8dlnn2Hv3r3IzMzs0Fw6E5IkqXphZSgtLYW7u7taJV6XLl1SSZP6dUAQBJhMJi5cuNDGi5CcnIysrCwsX75croA9h8PBrFmzkJ6eLlXS8p133oFYLJapE+vo6AhXV1f8/PPP1PdfX19fpcYNramrq8OaNWswceJETJo0iVocSQRZJEj+TaPRUFlZiW+//bZbVaw0BvMth8/nY82aNZg6dSrmzZuHhIQEuQoc0iAIAg4ODujVqxesra1haGgIGo2GpqYmlJSUIDMzU+HuPCwsDNbW1li/fr1S15s7dy5yc3M7LWnhVVgsFubPn4+qqiqIRCL8/vvvSvc+BYD8/Hw0NzfD09NTalLX1q1b8emnn2Lx4sVYt26d2vOUiDV0FHd3d/j7+8Pa2hq3bt3C0aNHlRoXFhYGPz8/MBgMpKen4/jx4xgxYgTi4+Nx6tQplfSBuxJVDebdu3cRHh6u1rVu376N6OhoWFtbIz8/X61zdDWRkZEQCoVSXe7l5eW4ceMGgoODpRrMnj17Yvbs2SgvL5eayBMQEAAbGxv88MMPUo0RQRCYMmUK0tLS8OzZM+p1VX9Hr1JTU0OVw3E4HKrHqbQ5sFgsfPzxxxg7dqzS7ufOQGMw/ybs2rUL/v7+GDFiBAIDA3H79m1cunRJrkvO3Nwc0dHR6NmzJ0iSBJ/PR3l5OdLT0yESiaCnp4cePXogOjoaY8aMQW5uLi5dutQmpsbhcDBhwgQ4ODjgwIEDSpVRxMfHgyAIpbocqIODgwPi4+PR2NgIBoOBrVu3ql17Kmv1KhQKsXbtWrz//vv4+OOPsX//frXdUcpAEAT69u0LR0dHcLlccDgcSrqQyWSCJEkUFhbi559/bvMQk4W9vT0mT54MFouFxMREJCQkUJ/1wIEDqK2tRUhIyBtlMFXpXnLjxg2MGDECAwYMUFlvmSRJVFdXw9PT8400mPb29vD19ZUppAIAp06dgo+PD8LCwtokBvr6+mL06NFIT0+XaizNzc0RHh6O06dPy5QXnDp1KsRicbvciaamJlhaWnZK8p6i+HFjYyMyMzNhbW3d4WupgsZg/o1ISkrCjRs3MHz4cPj4+GDw4MEAWvrOCYVCqjSioaEBdXV16N27N16+fImtW7cqfNj3798fQ4YMwYwZMyAUClFfXw8ajQZ9fX3U1dVhw4YNSrU+8/LygqOjIzZt2qR2nMza2hpBQUHg8XiUy0ayezQwMACbzUZpaSl0dHSwc+dOtRIReDwetLS05GaZ1tTUYPXq1Zg8eTLmzJmD5uZmiMViEASBpqYm5OfnY9++fR0SivDw8EBERARVUylJ+KqsrMTz58/x4sUL5OXlKa2dymQyMX36dNjZ2VF6rdLmV1RU1KHdQmcjEolUUiwiSRI5OTkIDAxUq0FB6zrVNwl/f3+MHDkSDx48kOudIUkSV69eRUBAAGUwY2NjMWDAAJw7d07qzlNSLvf8+XOZCyU3Nzc4Oztjy5Yt7X4+EnlBeYa8MxEKhSq3gOsoGoP5N0OSVHLmzBkQBAEzMzNYWlpCV1cXOjo60NHRgYGBAczMzECj0XDlyhWldkb379/H/fv3wWAw4O3tDWNjYzg6OuLmzZs4duyYUnMzMDBAdHQ0rly5olaHBR6Ph8mTJ8PKyopagb56w4hEIspYCYVCGBoaqtXQWNLBXlHyEp/Px7Zt28BiseDm5gagZYFiamoKb29vfPbZZ1i/fr3KjXKZTCbeeecdWFtb4969e7h8+XKHY73m5uaYO3cumpubsXHjRrm/g1djR68bVXeYQEsm6fz589VKYtLS0lIqQay7IAgC77zzDuzs7GQavFdJSEhAYGAgBgwYAHd3d/Tq1Utu1vU777wDADJLalgsFiZMmIBbt25JFX05evQoPvroI6rtV1ejMZgaOhWSJPHixQuZbtJRo0Zh/PjxyM7OVjqFXigUUkk9bDYb8+fPh7e3N27duqVw7IwZM1BaWqpW7aiZmRkWLVqEhoYG1NfXIzs7G6mpqdRDrbWkWmFhIQQCAZYuXQo2m61Ukb8Ea2trTJs2Ddra2tDS0sKsWbPw+++/K+UiejXOm5CQgPnz52Pu3Ln473//q/SOxcLCAnPnzoVAIMAPP/zQKV3pPTw8MG7cOGRnZ+PXX39VOJfOfBARBAFnZ2e4u7vDxsYGenp6oNFoEAgEyMnJwYkTJxTWDyoSBZdGXl4empub4ePjo3KsnMFgoLa2VqUxXYWZmRnmzp0LGo2G9evXq6QeVVFRgbCwMOjp6WHjxo0yvUBDhgyBnZ0d1q9fL/O78c4774DP58uMj9fU1ODAgQOYMGEC6urqVBbAV5WqqiqpTbW7Eo3B/Afzxx9/oF+/fggLC2unSynpW8nhcNDY2IgLFy60S37h8/nYsWMH5s2bh8rKSrn1gubm5jA1NZUphi8PIyMjvPvuu6iuroZYLMa+ffuU2jVWVlbC0NBQ6euEh4cjMDAQT58+xa5du2BtbY2xY8fik08+QWZmJg4cOKBy6c7PP/+MTz/9lNI0lmeoWCwWIiIi4OXlhadPn+KXX35R6VqyMDExwbhx43D16lWcOXNGqTF2dnYd3mG5urpSpUNisRgVFRV4/Pgx0tPTUVtbi169esHX1xfvv/8+tm7dKleqUp0dJtCSvOXh4fHWGswhQ4YgIiICz58/x7Zt29RyE3O5XGzdulWmsTQzM0NERATOnTsn0xj7+/vD0tKyTc24NB48eABdXV1ERkbCxcUFv/zyS5dpVycnJyMsLEzl/qcdQWMw/+E8evQIrq6ubV7z8fFBVFQUHj9+jJSUFDg6OmL06NGwsrLCoUOH2hwrybSbOnUqtm3bhpcvX0q9TnR0NF6+fKly2QSPx8PSpUuph9fWrVuVltAqLS2FpaWlUseamZkhMDAQv//+Ox48eAAAyM7Oxtdff02JtX/00Uf48ssvVZq/UCjEli1bsGDBAvzrX/9CcnIyMjMzUVRUBJIk0bNnTzg4OKB3796wtrZGQ0MDTp482anZw8HBwaiqqlLaWAItSkOttXLZbDacnZ3Rs2dP9OjRAzweD3Q6HY2NjcjJycGdO3dQWVkJFxcXDBgwAJaWlqDT6SgoKMDu3bultjsrKirC1atXMWnSJMyZM6dd38TWqGswk5OTMXHiRJXHEQTxWqXaCILArFmzYGtri9OnT6uVfDVr1iwYGxtDIBDIrB+XZKzn5eXJdPMaGBhgxIgROH/+vFL37/Xr15GdnY1Zs2bhs88+w7Vr13Du3LlOiQlLFI14PB64XC4EAgFGjRqFrKwskCQJkUhE/ZH8nyRJlJSUdIpR1RjMfziJiYnw8fEBi8VCY2MjeDweoqKicOHCBarcIS0tDQ8ePMA777yDsrKydjdWbm4uTpw4gfj4eGzatKndypwgCPTs2RM///yzSnMzMDDAsmXLUFdXBxqNppKxBFoeyIMGDVLq2NGjR6O4uJgylq1JT09Heno6OByO0tduTXFxMVatWoVRo0Zh0KBBCAoKotyLYrEYDQ0NqKioUFvVRxFaWlpKrfIZDAYGDx4MLy8v6OjowMHBAStWrACHw6HaxNXV1aGiogIPHz4En8+HsbExevXqhYEDB4JGo0EoFKKwsBB//vknbt++rdRDct++fVi4cCFmzZolU3xfFaWf1qSlpWHSpEmwsbFRutkCAKqs6nUg8aiIxWK1XPISBR4TExOcOnUKYWFhMo+dMWMGCIKQKwU4ffp0lJWV4eLFi0rPQfKdl5QtDRkyBNnZ2UhKSqKMmwQmkwkXFxc4OjqCx+OBxWJRIgVaWlpUd53Wv3+JMRQKhbCwsICFhUW7Tjet/y9RZ+soGoP5D0eS2BITE4NDhw5hzpw5KC4ublcbmJ2djRMnTmD06NEoKSlpt2NITU2FoaEh4uPj8dNPP6G5uZl6r0ePHhCLxUqVO0hwc3PDhAkTqGzcrVu3qqzskZubq3RmJZPJVHj+jkilCQQCHD58mHJ9S9RLuqPj/OPHj+Hk5ASCINoZMDabjcGDB6NPnz4wMTFBc3Mznj59iqtXr8La2hqNjY3IyspCdnZ2l6r/bN++Hf/+97/h6+srte5V3R2mZKykbZmq47obDoeDxYsXo7S0FJs2bVJ5DkwmE8uWLYOOjg6+++470Ol0jBw5Uuqxfn5+cHBwwIYNG2T+bm1sbGBmZqZWKAVoEfk4e/YsPDw8EBgYiPj4eGrxI9n9aWtrQygUoqamBjU1NaiqqgKfz0d9fT1qa2up1ysrK1FXV/das5c1BlMDDh48iMmTJ+PLL79EQ0ODTPGB5ORkmJqaYsqUKdiwYUO7eMfly5dhbGyMSZMmYdeuXVSWZc+ePZWOYwQHB8Pf35/q36mlpYWff/4ZFRUVKn8uSSKJMt0nJD0XuwtJmU93oK2tDRqNhlWrVqGqqgqFhYUQiUSwtbUFl8ul3KonTpxo00nl5s2bnT4XFosFV1dXVFVVoaioiIoJS+bg7e0t1WAKhUKVk346Snc/mCXGrrq6Ghs2bFB5PJvNxnvvvQeSJLF69eo28fZX43wmJiaIjIxEQkKCzNimpK2XpNNOR0hJSUFKSgrlMbpw4QKmTp2KoqIi7Nq167XLeiqLxmBqQHp6Ov71r39Rbll5nDhxAqamppg/f77UfoxHjx7FjBkzMHLkSKpnp7m5ucKdVM+ePTFz5kzQ6XTU1NSAIAg8efIECQkJHbqZhEIhevbsqfCGr6mpgYuLC0JDQ3Hr1q23otWQMnC5XERERODixYt4/PgxfH19YWlpCYIgkJWVhfPnz3ebJufUqVPh6upKlQMQBIHq6mrcu3cPly5dwrVr1zBt2jSpO+GO7DDVpbvLapYsWQKSJPHjjz+qPNbIyAiLFy9GbW0t1q1b12YxVldXBx8fH6rxAEEQmDdvHvLz8+Wqgk2bNg10Oh36+vpSfyeqYGZmBldXV5iamuL48eOor68Hi8XC/v373xpjCWgMpoZWKPvF3bZtG95//30sXboUq1evbnMjiUQi7N69G/Pnz4efnx+uX78OY2NjueIBnp6eiImJQUVFBZhMJm7cuIHbt293SgyJz+fDwsJCYfF6TU0NmEwm/Pz8EBISApIkUV9fj/LychQUFCAnJwdPnz7tsoy/rmLevHkoLy+nXOyvJm11Fzwej9IelbjmjYyMEBISAl9fXwQFBVHfIxcXFzx69KjNeIFAAC6XiyFDhqicAKPuzrQ7d5jz5s0Dh8PBmjVrVPY8WFlZYd68eXjx4gU2btzY7v2MjAz079+fMpjTp08HnU6Xm1Pg6upKCYy88847mDx5ssx+mLIYMGAAfHx8YGVlBTqdjqamJjQ2NmL27NkQCAQoLy/v9IWpkZERGhoauizUoTGYGtTixx9/xIoVK7Bw4cJ2LtzGxkbs2LED8+fPR0VFBYyMjGQKeVtYWCAmJgalpaWoq6vD3r17O7VgvLKyEj169FB4nEQC7T//+Q8YDAalrWtpaYl+/fph0KBBoNPpEIlEqKqqwpEjR1SKyb4OZs+eDQ6Hg9WrV7/uqSAwMBA1NTVtfmbl5eVUg3EmkwkLCwtMmTIFzs7O7QymtrY2mpqaEBERgT59+mDbtm0qGZbWMfU3jYkTJ8LKygo//PCDyg96JycnTJkyBU+fPsWOHTukHnPixAl4eHhQmeq9evVSqLQ1ceJEpKSkID8/H7/99htmz56Nvn37yqxp5nA46NWrF3r16oWePXvCyMgIYrEYRUVFOHLkCO7fv08tQAwMDDBu3DjY29vDwcFBpYbq0rCxsUFsbCzVxQkAJfX55MkTXLx4sdMagmsMpga1EAgE+PHHH/Hee+9h8uTJ2Lt3b5v3KysrsWfPHkyZMgUcDkfqjcZmszFv3jxUVFSgsbERv/zyC0QiUafOs7S0FA4ODgqPe/78Oeh0OpUN+vjx4zZlFUDLQ93BwQF+fn6YPXs2CgsLsWfPHrWa9nY1UVFRsLW1xY8//tgtiUWKMDc3l6tUJCl9aGhokJqoxWAwwOfzsXnzZsybNw//+te/8MsvvyjVnYdGo6llMLt6h9m6dOTnn39WWcnJ29sb0dHRIElSbs2oUCjE3r17ERcXB7FYjEuXLslVeXJ3dweDwYCxsTE+/fRTKrY/fvx4jB8/nvq5SNzqkmxUoVCI2tpa5Ofn4/Tp0zI7l1RVVWHbtm2Ij49HXFycyqVarRkyZAhGjBiB58+fY8+ePXjx4gUIgoCdnR1cXV3Rp08feHh4ICsrC7t37+6wh0hjMDWoTWVlJbZv347Zs2cjJCSkXWZtbm4uGhoaoKen124V6enpiVGjRlEC6bt37+50YymZg7u7u8Lj+Hw+xGIxLC0tZQpuCwQCZGRkICMjA2ZmZpg8eTI++OADZGRkYP/+/W+Mu3bGjBlwdHTE7t27u62gWxE6OjpK/Xx0dXVRVlbW7nUGgwGRSITS0lKsWrWK6s6TmJioVNs2dRKsutJgGhgYYOHChWAwGGqVjgQEBFBiA01NTRg5ciSOHz8u83Omp6dj27ZtmDJlCgIDA2FnZ4eMjAy8fPkSDAYDJiYm1O5QW1sbtbW1EIlEuHv3LgoKClBXVwc6nU6J/RMEgcbGRsr9WVxcrPLPa8+ePfj8888RFRWF48ePqzQWaDHY4eHhSEhIaFPyQpIksrOzkZ2djT/++AN2dnaIi4vDe++9J7NsSVk0BlNDh8jJycGRI0cwduxYlJWV4cGDB2AwGOjfvz/c3NxgZGQEkiQRGxsLY2NjmJqaQltbG2KxGJWVldDW1saOHTu6TFXlyZMn0NLSUippQSAQoGfPnkp1qCguLsbatWvh7OyMsWPH4vPPP8f169e7TXi6NQwGA71790a/fv3g6uoKsViMTZs2qaXX21WcOXMGcXFx4PF4cnfkOjo6Ul3dLBaL+v2RJImdO3fCw8MDY8eOhbOzMzZv3iwzBi+R4XtTcHZ2RlxcHIqLi7F582aVjTmXy0V4eHib9muhoaEYM2aM3FZXz549w8qVK+Ht7Q1vb2+EhIRQu/nm5mZUVlbi8uXLSE5O7pZEHKFQiOPHjyMmJgZXr15V2VPj4eEBsVissD40JycHa9aswb///e923VtURWMw/4E4Ojp2aoH8nTt3YGJigokTJ2LMmDFUXVVZWRlIkoSWlhYcHBxQW1uLhoYGMJlMlJeXIy0tDdeuXUNDQ0OnzeVVampqIBaLYWVlpdB9V1dXBwsLC5XOn5mZiVWrVmHIkCEYPnw4vLy8cOrUKaW0dTuKs7MzRo8eDR6PB5FIhJqaGly+fBmXL19+4zptpKeno6ysjCpJkoaDgwNoNBqCgoIQFRUFXV1dsFgs6qH+qlpNSkoKnj59ivnz5+PTTz/Fnj17ZMbK1cl47Yqf4bhx4+Dh4QGRSISNGzeqdY3Ro0ejurq6TfJTVlYWrKyslBp/69atbvl+KsOdO3cwePBgTJ8+HWvXrlVpbL9+/SASiWBpaalQKlMgECAlJQUeHh4ag6lBeTgcDmbMmIHk5GQqa64zOH36NO7fv49evXohPT0dDQ0NCAgIQGBgIEiSxPXr1zFkyBAkJCTgzp073fpAb2xshIODg0KDWVVVBWNjY7WukZiYiKSkJERFRSE6OhqBgYFYu3Ztl9Va9uzZE9OmTcOTJ0+wffv2Tktq6Er27NmDJUuWwNPTU2pD8piYGPD5fKo9m8RlWFBQgMjISKlKSzU1NVizZg3GjRuH+Ph4pKSkSN1lqdOqrDO/oxwOBwsWLICenh727NmD2NhYjBs3jkp6UgVHR8d24Q86nf7GLZKUZceOHfjwww9lfi+kQRAE7O3tce/ePcyYMQPbt29XKEqfk5MDDw+PDs1VYzD/YdTV1WH37t2Ii4ujdiSdRX19PQwNDTFnzhxwuVw0NDTg+vXrMDQ0RFBQEA4dOiRVU7Srqa6uVmr1XVJS0k5XVxVIksTRo0dx9uxZvPfee5g7d67UNP/OYNKkSXj+/LnMzMg3keLiYiQmJmLMmDFIT09vk4wUFRUFfX19/N///Z/UJCVFpSGHDh1CWloa4uLi4ODggE2bNlElC2KxWKVemhI6ywD17dsXEyZMQEVFBb766ivw+XxwOByMHj0aR44cUWlRxePxwGQy24k7GBsbS439vg1UVVUhOTkZUVFRuH//vlI/j7lz50IoFMLY2BgpKSmIjo7Gli1burx2VmMw/4Gkp6fj+PHjiI6ORl1dndKrOmmYmJggKCgITk5O0NXVRV1dHTIyMnDlypU2u57X2V+xpKQE5ubmCo8rKCiAp6dnh6/H5/Nx+PBhTJ48ucPnehUul4u4uDhwuVxs3ry508/f1Zw+fRpubm5YtGgRvvnmG5AkCRaLBV9fX+zdu1dmRq8y35/Hjx9j1apVmDdvHj766CMcPXqU+m6rajAlWZ8dZdKkSejXrx9u3LjRxqNz8+ZNREREIDQ0VCVRfG9vb/D5/HYxWQ6H064U523ixIkT6N+/P6USJo8JEybA0tISP/zwA8zNzREVFYXa2lo4OjriyZMnMseZmpp2uLZbYzD/ody8eRMcDgcxMTGoq6uTGfuRhrm5OYKCgtC7d2+wWCxUV1fjwYMHuHTpkky91dfZjDgvLw9OTk4AWkpZhgwZAkNDQ9TU1KCkpARFRUV48eIFcnNzoaWl1SnXlGjgdhZWVlYICgqCq6srlRwxcuTIThGU7m42btyIDz74AMuWLcPatWsRFhaG+vp6uX1LlV1wNTY2Yt26dQgPD0dMTAzc3NzU3mF2BAMDA8yfPx86OjrYtm2b1FrDlJQUeHt7q2Qwe/fuLTWZS0tLS644yNvAvn37MHPmTAQEBODq1avt3mcymYiNjaXqcEtLS1FaWgo7OzsYGxvD1tZWrsE0NDTscImVxmD+g7lw4QI4HA6mTZuGLVu2yI3xsVgsjBo1Cn369IG2tjYqKiqQnJyMK1euvPHSVk+fPkVkZCTmzJkDOzs78Pl81NXVwdbWFiwWC1paWtQDmSRJfPzxx5QIdFlZGV68eIHs7GyVbjYjIyOVymRGjBgBLy8vMBgMah4kSYLBYIDBYIBGo6Gqqgr79u1DWloafH19ZYpqdxdMJhOenp7Q09ODjo4O9YdGo+HSpUsyhR34fD6+++47vP/++1iyZAnodLrCJDRVPRRnzpxBeno6Zs6cCYIgYGRkpHS3EoIgOrTAk2TvlpSUYO3atTLvjzNnzsDX1xcuLi4yaxZfxdTUVGrrt8bGRlhZWb0xyTzu7u7Q0dFBdna20vWlWVlZuHTpEsLDwxEQEICnT5+ipqYGDAYDNjY2MDc3R0NDA3bt2tXmu/Xy5UsqA18eBgYGHc7G1xjMfzjHjx+Hnp4e5syZgx9++EHql1uS2cfn85GYmIjExMQ3Kk1fEcXFxaivrweXy20jzdYaidKMiYkJLCwsYGRkBFNTU9jZ2VGZmnV1dTh06FA7QQNpGBgYKF0sP2HCBPTr1w+JiYkoLCyElpYWWCwWmEwmampqUFxcjBcvXrSJqd25cwdRUVFKCct3NgRBYNSoUfD29oZQKIRAIEBzczMEAgGampqgpaWF2bNno6qqCqdOnZK6c6yrq8O3336L999/H0wmU2EsXR2Xfl5eHv773/9i5cqVGDt2LCoqKmT2hWxNR3ajU6dOhYuLi1LNuiViDeHh4UoZTBMTEzAYDKSmprZ77+rVqxg5ciRIksSjR49QVlaGhoYGCASCbk8GcnJywsSJE9HU1ARtbW3w+XysXLlS4TgLCwsEBATg5cuXyM7OhouLC7S0tCAWi1FaWkotFl9FW1sbjY2N0NbWlnt+DoejUos3aWgMpgbs3r0b8+bNw6JFi/D111+3cavOnj0btra2Mr+sbwv//e9/5b4veXjJeqByOBxER0dj+vTpOHr0qMKVvL6+vlLxEknN6i+//KJSqY9QKASfz4enp2eH0uRVZciQIRg2bBjEYjFOnjyJ69evSz2Oy+VizJgxmDRpEgIDA7Fly5Z2McG6ujps2rQJS5YsUZgMpm4MXCgUgiRJ5ObmYs6cOThw4ADu378vd4w6Iu9GRkaYN28emEwmtm7dqpRhBoA//vgDixcvhoGBgUIRfF9fX9TV1UmNrSYlJUFLS4vqZyr5DIcPH+5QjoI6mJqaQiwWIzs7Gw0NDRg4cCA+/fRT5OXlITU1FWlpae2MuKOjI6ZPn46srCwqkU3ZmmYzMzPU1NQo3GE2NTWBzWar9ZkkaAymBgDAli1bsGzZMixfvhyrV6+GUCikmtD++OOPb4xizOtCkl0cERGB0aNHIyUlRW5SiEAgUKqUoXfv3hCJRGrVxdbV1cHAwEDlcerg5uaG6Oho6OjoKCXQUFNTg507d8LIyAgLFizAJ598go0bN7bbDdva2kIkEil0d3c0aSwhIQFOTk6YMGECeDye3C4dqhhMgiAQHR2N/v37o7S0FD/99JNK3pcXL16gtLQUM2bMUFiH6ObmJjfXQFKD+7pJTEyk2rjp6+sjJycHRUVFcHR0RGxsLCZOnIi6ujrKgBIEgdjYWKSkpKjcHIBOp8PR0RFpaWkKazFLSkpgbW3dkY+mMZga/scPP/yAjz76CMuXLwdJkmCz2fjuu++6rf3T28Dp06fh4+ODgIAAuQojeXl58PX1VXi+pqYmtZODhEKhQjdUR7G0tMSkSZNgaGiIR48e4eDBgyoZhPLycnz11VeYO3culi9fjp9++qlNrNzFxUUplzKNRuuQa5EkSZw5cwaVlZWIiopCjx49ZCZMKWswhw4diuDgYIhEIjAYDBw9elStUMW2bdvw0UcfISgoSKbB4/F44HK5SEhIUPn8r4OEhASZczUzM4OnpyccHR0xfvx4iMViXLlyRS1PiaenJ4qLi2FhYaGwi01KSopSMpny6N4GcxreaEiSxHfffQexWAyCIPD1119rjKUUysrKYGNjI/eYnJwcMBgMhQ/f/Px8EAShVNnLq+jq6nZZ/JLL5WL+/Pl49913UVdXh9WrV2PPnj1qGQShUIiNGzciLy8PkyZNavOepaUlcnJyFJ6jIzvM1sb25s2b2L59O1xdXfHxxx/D1ta23fGKfmc+Pj747LPPEBISgmvXruGLL76AWCwGk8lUa341NTU4c+YMhg8fDh6PJ/WYkJAQ1NTU/C36tBYXF+PkyZM4fPgwaDQakpKS1DKWtra2GDZsGB48eAA9PT2Fmf5ZWVkQi8VwdnZWd+qaHaaGtggEAqxZs+Z1T+ONhs1mK3RR19XVKRRzB1p+3qWlpYiKisKWLVuUnoOZmRm4XK7cNHp1GTlyJPz9/VFRUYENGzYodHUpy549e/DJJ5/A3d0dDx48AEEQ4HA4CmOKQMddsq13p9nZ2Vi1ahWmT5+OuXPnor6+Ho8fP0ZhYSFqa2up7hxOTk7Q0dEBj8eDiYkJLC0tYWJiApIkkZaWhiNHjoAgCOjr60MsFneoJCkxMRH9+vXD0qVL8eOPP7ZbCPXp0wc3b95U+/zqwmAw4OPjAzs7O1RWViI7O1ulEjRZGBgYYM6cOcjIyFBKPP9VTE1NMWXKFBw/fhzh4eE4ffq0Uh6I6upq2Nvbq/0ZNAZTgwYV4PF44PF4CourgRZ3q62trUIx9wMHDmDhwoWUIVGEnZ0dZsyYgdzc3E7VBCYIAgsXLoSZmRmOHz/e6Q/ouro6pKamIiYmBgDg5eWF5uZmpVt0dZbBBFrKMLZs2QIOh4OQkBA4OTmhT58+oNPp1LWmTp0KkiTR3NyMhoYGlJWVoampCaampnB2dsaXX35JvScSidSS32vNxo0bsWDBAixbtgybNm1CUVERgJbsURaL1anxSUdHR8TExChcHLu5uSEsLAyVlZWwtraGn58fgJZSjrt378pM+pIHk8nEkiVLUFpaqtR99CpcLhczZszA2bNnERgYiJSUFDx8+FDhOFtbW/B4PKUTsqShMZgaNCgJi8XCwoULKaEDRdTW1sLS0lLhcQUFBbh69SomTJgANzc3XLp0CRUVFejXrx9MTExAp9PBYrGgq6sLMzMz6Ovr49GjR9i9e3dnfCwALTuJZcuWQVdXF99++22XueIPHDiAefPmYdy4cWhsbFRaeKGzDaaEurq6dq2ljIyM8P777+Nf//qX1DEMBgNaWlpoamqizrty5Uq1smtfZdOmTZg+fToWLlyIX375BdnZ2Rg2bBjKyso6td45KioKFRUVCo+7f/9+Ow9A37594e3tjYiICEREROD+/fv4448/lHbXL1myBM3NzTJF+OXBYrEwc+ZMJCcno1+/figsLGynqysNBoOB6dOnIz09vUPynBqDqUGDEhgZGWHRokVobGyUKUnHZrNhaWkJkiRRXFyM8vJypcXcT58+jaKiIkRERGDRokUAWlouSfp0Njc3o6mpCU+fPkVSUpJSBltZWCwW3nvvPdBoNHz99ddd2nCaJEls2rRJrbFdYTClocjwCYVCqRnSnaXstGPHDowbNw6zZs1Cfn4+rKys1BJpl4W1tTWMjIywfft2tcanpaVRJWZBQUEYMmQIPDw85JYZSViwYAE4HA7WrFmjchIXg8HAtGnT8PTpU5iZmVHtwZRh5syZEIlE2LNnj0rXbDeHDo3WoOEfgK2tLWbNmoWioiJs2bKl3Y0ucWVaWFi06UYPQCXtygcPHijlku1MfHx8EBkZiZqaGrW6q7DZbAQFBcHR0ZHqJlJQUIC0tDSkpKR02jw7kiWr6tiOKv10BocOHcK9e/cwc+ZM0Gg0hIaGorCwUGnVHHn4+Pigurpa5f6T0pCUsoSEhCAyMhLe3t6orq6GQCCg/jQ1NYFOp8Pd3R0sFgvr169XeVFGo9Ewfvx41NbWUqLrP//8s1K/Vx8fH9ja2mL9+vUdFnHQGEwNGuTg5OSE+Ph4PHz4EHv37m33PkEQWL58OTgcDr799ts2yRqLFy9Gjx49MHbsWBw+fLg7p60QJycnTJo0CVpaWrh9+zaOHTum8jlCQ0MRHByMhoYG5ObmIjMzEwwGAw4ODhg7dizCwsIozc+O0lUu2TeZoKAgCAQCbNmyBePGjcOyZctw7NixDsvf5efno2/fvp00y5Z7wMrKivodsdlscLlcStZREhfOycnBiRMnZOpNyyMyMhK6urpIT0+Hr68vNm/erJSSFpfLxejRo3H58uVO8cpoDKYGDXIYN24cMjIypBpLSdyPzWZLdWWampri5s2b8PHxwbVr194Y8QdPT0+MHTsWDx48wIEDB9QyJjNnzkSvXr1kPsBZLBbeeecdLFu2DJcuXepw/WBHDaYqYzsjFtlRTExM0KtXL2zatAnFxcXYuHEjQkNDMWbMGBQWFnYoczkjIwPR0dHgcDhqGa/WODk5YfLkySBJElu3blWqREhVAgMDYW9vjytXriAiIgJbtmxReoc6b948lJaW4ty5c50yl9f/zdCg4Q3F1dUVurq6UhsSM5lMfPjhh9DW1sY333zT7ga2tLQEnU5HdnY26uvrER8f313TlgtBEIiJicHFixfx+++/q2Usg4KC0KtXL/zwww8ydzuNjY3YuHEj/vzzTwQFBeHjjz+GhYWF2vN+03eYYrG4w1myrYmNjcXLly/bZFifP38excXFGDFiRIfOXVNTg7q6OkRERHToPMOHD8f06dORmZmJlStXdomxdHd3h6+vL86fP4/IyEjs3LlTaVdyVFQUuFwutm7d2mnz0RhMDRpk4OPjg6KiIqnZibNmzaLEHaStdv39/QEAEydOBEmS7Rr+vi58fX0hEonU2vERBIHIyEgEBwfj9OnTSu2Yr1+/jpUrV6KyshKLFi1CXFwcWCyWytfuToOpTvJOZ7cQs7CwkFpGcuHCBdjZ2XV4F/zkyRO4uLio9bsAWr7XQUFBOHjwIPbt29clCxJDQ0OMGjUKBw4cQHR0NPbv30+V2ijCzs4Ovr6+2L9/f6cmsWlcsho0yEBXV1eqsoq5uTksLS3x/fffS02lZzKZcHd3x/Hjx98YQylBT09P5fIEJpOJqKgo9O/fHyRJgiAIhTJkrWlsbMRPP/0ER0dHTJkydYiq0AAAGklJREFUBZ9//jmamppQWlqKp0+f4vHjx2hqaqKE0pubm6l/SzJSO0MaT1nUNUad5cq1tbUFQRBSmx3k5OR0OBvX3d0dAwYMgEAgwHvvvYc1a9aolOzl7u6Ofv364eeff+6SXaUEDw8P3Lt3D5aWlsjMzFS65rh1CUlnN4zQGEwNGmSgo6MjNVb04sULfPnll1KNJYPBwPLly1FXV/fGGUugJeEjICBAqWMlHUecnJzA5/Pxxx9/wNjYWO2EkaysLDQ2NuLBgwcoKyuDk5MTvL29ERgYCED2zk6yu+zIw7mrd5g0Gk3lDGNZ+Pj4oLKyUuqce/fuTS0m1MHT0xMxMTFITEzEhQsX8NFHH2HOnDkqlfqMHj0aDx486FJjCfzvdyYQCFTavb/zzjsQCoUdLiGRhsZgatAgA5IkZYqbSzOWLBYLS5cuBYPBwLffftvV01OL9PR0iEQixMXFyRQ+cHZ2RnBwMKytrVFZWdmmtVtsbKzSfT6lQRAEGhoaqL6qyrJ8+XK1tVqB7jGYHfm5tMbOzk5mz1UbGxu1E3X8/PwQGRmJCxcuUMX+v/32G+bOnQuCIJT6GTk7O0NHRwdHjx5Vaw6qkJqainnz5uH27dtwc3NDVlYWUlNT5S5MfH19YWNj0yklJNLQGEwNGmSQmZkJFxcXpY5tLWzw7bffdqoqS2fz66+/YtasWfjwww/x6NEj1NXVgcViwdraGjY2NqDT6SgsLJSa9Zifnw83Nze1r00QRKcZFlVQ1WCqGi+l0WgQiUSqTksqXC5XZg2ruu7YoKAghIWF4dSpU20WKrm5uRCJRPDw8FCqb+awYcOQl5fXLQ3ky8rKsGXLFgwZMgTPnj1DTEwMYmNjwefz8eLFC2RkZODu3bvUvWZgYIBRo0bh4sWLnSrs0RqNwdSgQQYXLlyAt7c35syZIzfTTtL8tqCgAD/99NMbX/OXk5ODb7/9FiNGjED//v1Bp9MhEolQVVWF06dPIzk5WeZnePz4MaKiosBkMtV6aBIE0WmuS1Xo6h0mgE5ZCNjZ2QFoMWTSSEtLw8CBA1U6Z0hICEJCQnDs2DGp+sBCoZASnJcHg8GAubm52gpB6lBWVtZmN2tkZISBAwfC0dERw4cPR2RkJBUPNzQ0RElJCc6fP99l89EYTA0aZNDY2IhNmzZh8eLFmDt3Ln766ac27zOZTMTFxcHR0RF3795Vufnt66SyslKtGE9lZSWampowZMgQpTQ8X6UjrsvOaO+lDOok73Q0KUmCvb09GhoaZL6flZUFGo0GR0dHpZJgJMbyyJEjMneQdDpd7jUlhIaGQiAQIDs7W+GxXUV5eTnOnTtH1VWy2WwMGDAAISEhEIvF7e7RzkZTVqJBgxyKi4uxbt06WFpa4qOPPoKBgQGMjIyobE9zc3P89NNPb5Wx7ChPnjyBh4eHWmPVdcmqu+tTR+auIw29O4q5ubnCnpfZ2dmIjY1VeC4vLy+FxtLHxwcMBkMpQXIvLy+lWrF1J3w+H+bm5tDW1sbWrVu7PBSiMZgaNCigtLQUq1evRlNTE5YvX473338flpaWOHPmDFatWtWhdkFvIxcuXIChoaFaSTidmRyjDN2l2tNZMUwjIyOFTcH37NkDXV1dKrtYGgwGA6NHj8b169dlGkuCIDBy5EjcvHlTYa2inZ0d2Gw2zpw5o/hDdCNBQUHw8PDAjh07ukVJS+OS1aBBCfh8PtatWwcTExM0NTUp3AX8nZE8mHR1dVWOY3ak/ILFYsHMzAwEQYBGo7X50/o1iZEkCIJq6uzq6go6nQ6CIKi/JX9efV3ZDjPSPltH0dXVlZkhK6GxsRHnz59HWFgYnj59KrX0aerUqRAIBPjzzz9lnmf06NEQi8VKdfwYN24c8vLy3qhktr59+2L48OE4fvx4p/aFlYfGYGrQoAKdIST+d0GdmKK6O8yMjAwMGTJEZtaytLlIXhOLxZg8eXKb/8v7tzqJSUKhEEZGRgqbhSuCyWQqJf126dIl2NraYt68edi/fz/VQJnBYGDSpElwdHTEzz//LHM8g8GAl5cXTp06pfBa/v7+4PF4MtvavQ6srKwwadIkJCUldXqjc3loDKYGDRpUwtnZGSRJqtVkmkajqZVde+rUKQQEBGDFihUqjWOz2fj3v/8tsxm0NBwdHVXW/m1qaoKJiYlKY6ShpaWl9KLs119/xZQpUyjx88bGRrDZbKrDSV5ensyxY8aMQVNTE5KSkuReg8PhYMSIEbh27VqHhdolmJiYIDAwEA4ODlSdc0FBARISEpRacBgYGGDu3LnIzMzEyZMnO2VOyqIxmBo0aFAJLy8vlJWVqTVWXYOpLurGMFV1r9bV1aFHjx5qXas1BEGgpKRE6eP37NkDJpMJe3t72NjY4OnTpwqzWJlMJvr376/QFWtvb48ZM2ZAKBRiyJAh6NWrF9LS0nD//n2VemlyuVy4uLjA1dUVNjY20NbWRnV1NZ48eYKysjIwmUy4ublhwYIFuHnzptxWc0wmE4sXL0ZZWRl+++03pefQWWgMpgYNGlTC1tYWt2/fVnv8m24w1SkPyc/Ph6Ojo8rjWsPlcgFA5Z2cQCBAZmYmMjMzlTo+JiYGDQ0NcvtqDhs2DEOHDkVaWhr27dsHOzs7hIaGIiAgAMOHD6d0fpubm6lG0QwGA9ra2tDS0gKDwaDiykBLjWpZWRmuXLmCpKSkdt+B8+fPw8PDA+PGjZNrMJcsWQKhUIj169cr9Vk7G43B1KBBg9Kw2Wyw2Wxcv35drfF/1yzZzMxMtUttJJiYmHS56AWLxUK/fv3klkFNmzYNzs7OOHr0KLUwysnJoWKiDAYDNjY24PF44HK50NPTg66uLpqamlBXV4fq6mpUV1ejqqoKlZWVSicKNTc3y800njt3LjgcDtasWfPaxEE0BlODBg1K4+zsDKFQ2KEs4e7cYXZG5qoyZGZmgk6nw8DAQK3YLgCYmZl1+WJi7NixqK+vlym917dvXzg7O2P9+vUy5eWEQmGXiBc4ODjI3F3HxsaiZ8+eWLduXae261IVTR2mBg0alMbS0hL19fUdOseb7pJVB0nSTf/+/dU+h6Ojo0qxQVVhsVjo06eP3FITLy8vFBUVdZkWqzwsLS2lxm+Dg4MxYMAA/PLLL689S11jMDVo0KA0JiYmau8uJcarO7Vk1VH6UVeCr7i4GE5OTmqNJQgCDg4OSinuqEtsbCxqa2vx4MEDmccwGIzXovULtGS/vlpTyuPxMGzYMBw7duy1SvJJ0BhMDRo0KA2Px1M7Q7Yj7bnUpbt2mECLML26mbKS0hB19HmVgc1mw8XFBX/88Yfc4+7fvw9ra2vweLwumYc8mExmO3f26NGjUVFRITdBqTvRGEwNGjQoDYfDwcuXL9Ua+7YYTHV3mHfv3gWLxVL5c4aEhKBPnz7YtWtXlyWzxMbGoqamhhI4kMWtW7eQn5+PDz74AOPGjevW31lDQwNsbW3bvNajRw+FykfdicZgatCgQWkaGhrUTkyRyNR1J925w6ypqYFQKES/fv2UOl7SQzUkJATHjx/vUpejvb09rl69qtSxW7ZswYkTJ+Di4oIvvvgCU6ZMAYvF6rK5Sbh48SL69+8Pb29v6jWxWCyzifvrQJMlq0GDBqVpbGyEk5MTbty4ofJYJpOp9u5NXbpzhwm0tJ9ycXGRK3g+cOBA+Pv7w8zMDGVlZfjmm2+6NNkHaFmsyFP+eZXk5GQkJyfDw8MD4eHh+Pe//42cnBz88ccfXSZyfuvWLXC5XERHR2Po0KG4dOkSUlNTMWjQIBw8eLBLrqkqGoOpQYMGpcnMzIS/v79aY1+XwezOa+bk5LTTu2UymfD09MSAAQNgaWkJkiSRm5uLdevWdUuHDaClvEYVBSEJKSkpePLkCT799FMYGhpi6dKlqKysxMWLF2UuCjrC+fPnkZycjLFjx2L06NGU+IGvry+Sk5M7/XqqojGYGjRoUJrz588jICAAQUFBuHz5skpjGYzuf9yoU4fZEQObmpoKHx8fTJkyBWw2G+bm5tDR0UFzczMKCwuxe/fuLs2ElQabzQagfjnPqFGjUFNTg6+//ho8Hg+RkZEYM2YMRo0ahbt37+LMmTMKz00QhNLx2bq6OuzcuRNAi8j6qFGjEBoaqjGYGjRoeLsgSRKJiYkYNmwYCgsLVWqr9La4ZDuCvr4+xGIxjIyMIBQKkZSUhNu3b7/WdnASY6ZOyQiLxYKbmxslcl5ZWYldu3aBIAgMGzYMvr6+8PX1RVFREa5duya1wXRISAgCAwPx3//+V2WjXVBQgO3bt+OLL76Ao6Njt7XxkoXGYGrQoEElzp49Cz09PcyYMQMvX75EZmYmmpqaQKfTKQ1RBoMBOp3e5o+hoSHEYjFYLFa39VXs7h3m4MGDkZeXh59++kntc3Q2QqEQYrEYZmZmUntnymPq1Kmoq6trJ4VIkiTOnj2Ls2fPwsnJCUFBQYiNjUVsbCwqKiqQnZ2N+/fvY8SIEbCyssLx48fV3uEKBAIUFhZi2LBhGoOpQYOGt49Dhw7h4cOH8PPzg4+PD2g0GkiShFgslvq35A+fz8dnn32GvLw8HD58uMuVW9SNYapjaAmCgIWFBeVOfN0QBIE+ffqgf//+EIlE6N+/v0oG09nZGfb29ti0aZPc4x4/fkyVfjg7O8PDwwPOzs7w9vZGfX091q5d2+Hf87lz5zBjxgyVXLtdgcZgatCgQS1U6ZDRGgcHB4waNQrLly9Hfn4+Dh482GWGszuzZAcNGgSRSPRa6wYdHBzg7e0NW1tbcLlciEQilJeXIycnB/7+/igpKVGq0wyTycSUKVOQkpKiUlNsyXfC3t4es2fPxqZNmzolAzgrKwskSaJPnz5IS0vr8PnURWMwNWjQ0K1kZ2dj3bp1sLKywrhx47B8+XI0Nzejvr4elZWVePnyJfLz85Gdnd3h2F93xjB9fHxem3wbl8vFsmXLoK2tjYqKCmRkZOD27dttdpRDhw7FmDFjQKPR5Crn8Hg8zJ8/Hw0NDWqXc8TExCAnJ6dTy2UqKirQr18/jcHUoEHDP4+CggKsW7cOXC4XvXv3hpWVFczMzODq6govLy8wGAyIxWI0NTVRhnPBggWUq1fyp/X/Ja5fyf85HA4IgsCkSZOo60rcra3drq1f09HRUfmzMBgMmJiYvLZ6wQULFqCmpgbr16+Xmdhz6dIlAEB0dDRcXFxw8ODBdp0/AgICEBYWhuLiYmzZskWtuTg6OsLIyAhbt25Va7wsCgoK0LNnz049p6poDKYGDRpeKzU1Nbhz547Uuj4LCwvY2dnB1NQUHA4HjY2NoNFooNFoIAgCBEGATqdT/wdA/VtyXGFhIXr06NHG1Srv31paWqDRaFi9erVKnyMvL08l92Vn4eHhAT09Paxbt05hFuylS5eQl5eH8ePH49///jdqamrA5/PBYrHA5XIhFotx5coVnDt3Tu35jBkzBk+fPu30zOAnT56gb9++nXpOVdEYTA0aNLyxFBUVoaioCABw9OjRbrmmhYUF3n33XaxYsaJbrtdRgoOD8fTpU6Uzj7Ozs/HVV1/B0tISHh4e0NfXB5/PR3p6ulox6dY4OzvDwMBAYaKQqhAEgcbGRjAYDHA4HJl9M7sajcHUoEGDhlZ0d61oRzAyMoKRkZFambmFhYUql5koIjo6Gk+ePJFq0MzMzODm5gYzMzPweDzQaDSIRCIIhUIIhUKQJAmRSASxWEz9bWJiAiMjI7BYLOr9vn37qiXN2BloDKYGDRo0tOJ1li2oSlRUFMrKyrosy9ja2hpubm64ceNGu9Zbr2JmZgZ9fX1s2LCBes3IyAgjR46Eo6MjGAwG+Hw+amtrUVVVBZIkwWAwoKWlBTab3c7VTqPRUFVVhYcPHyItLQ3l5eVYsmQJevXqpTGYGjRo0PAm8LYYTEnT6UOHDnXJ+dlsNqZNm4aSkhIMHTpUoUs8ICAAVVVV1O4yMDAQYWFhqKysxOnTp3Hr1q0ON6cuKCiAg4NDh87RETQGU4MGDRpaQZKkWsIF3Y2vry9IksS9e/favcdms2Fra6uWbi2Px0N9fT0iIiKQlpYGa2tr5ObmKhxHEAREIhGAlr6pYWFhOH36NBITE1WegyweP36MAQMGdNr5VEVjMDVo0KDhLcTd3V1mVm7//v0RGRmJr7/+WqErVcLQoUMRGhpKZRs3NjYiKSkJzc3NSElJUTg+JSUF7u7uMDIyQlxcHCorKzvVWAItwgh0Ov21Jf5oGkhr0KBBQyveFpcsm82WKQxw/fp18Pl8+Pn5KXUuFxcXDB8+HKdOncKKFSuwYcMGkCSJIUOGKJ2dnJWVhfz8fCxfvhwmJib45ZdflP4syiIUCiEQCJRu0t3ZaAymBg0aNLTCxsaGci2+yTCZzHbCA615/vw5nJ2dlTrXuHHj8PDhQyQlJQFoyaD97rvvwGQyVVpAbN68GVVVVXj+/DnKy8uVHqcKlZWVry2OqTGYGjRo0NCKAQMGdNnDvjOpq6uDsbGxzPfv3r0LIyMjheeJjY0Fk8nE/v3727zO5/NBkiQMDQ1VmtejR4/Qo0cPlcaoQkFBAczNzbvs/PLQGEwNGjRo+AsmkwlHR0dcuXLldU9FIbm5ubCzs5P5fkZGBmg0mszdGEEQmDhxIgYMGIDffvtNZgarqi7q69evQ1dXl2pc3dk8fvwYXC63S86tCE3SjwYNGjT8xezZs8Hn85VKcnnd/Pnnnxg4cCAWLFiArVu3tjN4gYGBaG5uxqxZs0CSJMrKypCTkwOgRc3I0tISzc3N2Llzp9w+k6q6p6uqqlBTU4OYmBjs3r1b9Q8mBxMTE5iZmYFOp0NXVxf19fWden5FaAymBg0a/tEQBAFnZ2eMHj0aurq6+P7771/3lJTCyMgIAoEA5ubm+OKLL5Cfn4+SkhLweDz07NkTDAYDd+/exfXr12FgYIBBgwbByckJQItRO3r0qFT93ldRp8TmzJkzlKtXmcbRgYGBsLe3R3NzM6Vvq6enBy6XC11dXXC5XOjp6YEgCDQ0NIAkSbi5ueHmzZsqz60jaAymBg0a/tYsWrQIFhYWbV6TyN+JxWKqyXRWVhb2798vN5HmdcNisRASEoL+/fuDw+GgpKQE33zzDby8vODu7o5evXqhsbER169fx8WLF6ldZ3FxsVp9OsViMbS1tVUed+/ePURGRiIqKkpuB5eePXti5syZoNPpePnyJeh0OiwtLaGlpYWmpiY0NDSAz+ejsLAQ6enpyM7OBkmSWLZsGXr16qUxmBo0aNDQmaxfvx6M/2/vDl6i+OMwjj+zO24bKbJFSmRYUJR5SCE0gsWGzRRCicKLYNes/oUuXeoSnboHIXVQCs3c0EMgLIkaoS6bEAuGLsWCHoZscZLsED8hbP3N2rrj5vsFXmQGH08P35nvfL6muf5TUlKiQCAgv9+vkpIS2bad13Mbt0NlZaU6OztVUVGhTCajmZkZjYyMrH+LGIvF1ne45ksoFJLjODp69OiWhrIPDg6qo6ND4+Pjfxx8EIlEFIlENDs7q56enpzelS4sLKi6ujrnTH+LwgTwz/tvwHex8fl8unbtmurr65VKpfTo0aO8D0zPpq6uTrZtq7GxUa9fv875/vfv3+vUqVO6ceOGpqen9ebNGy0uLurEiRNqaWlRRUWF+vv7t7RK/PjxoyffYhqbTebfv39/8YztB4B/yMGDB9Xd3S3TNNXb26t4PF7Qv9/a2qrV1VVZlqWhoaEtr2DPnj2rixcvqry8XNKvx7zz8/Pq6+vb8tD4QCCgu3fv6v79+3k/d1OSlpaW/vjilhUmAOxAmUxGc3NzevbsmSer42Qyqfb2do2Njam1tVVv377d0hSkbIeD/w3HcZRIJFRaWrothZkNK0wAwB9duXJFJ0+eVFlZmRKJhJ4+fep1pILItsKkMAEAWR0+fFjHjx/XpUuXND4+rv7+fq8jbTseyQIAcpZKpZRKpbS8vKyrV68qGo26+rbyX8RoPADA/5qcnJTjOAqHw15H8QyFCQBwJZlMqq6uzusYnqEwAQCufPjwYf3zkN2IwgQAuPLlyxeZ5u7d+kJhAgBcSafTMgxDPt/urI7d+V8DAHLmOI5+/PihhoYGV9f7fD7V1NTIsizV1NQUfdHu3rU1ACBnsVhMbW1tsm1biUQi63XNzc2yLEtra2taWVnRnj17ZBiGBgYGNDY2VsDE+UNhAgBcGxoa0r59+9TV1aX5+Xn19PRsGE/X0dGh+vp6vXjxQhMTE+u/v3Dhgtrb2+X3+/N+ukohMOkHAJCzyspKXb9+XaFQSJ8+fZJt2woGg6qurpZpmnr8+LGSyeSG+5qamtTS0qJ79+6tH0+20zAaDwCQd2fOnNH58+cVDAblOI7m5uYUjUY3HdR+584dTU9Pa2BgoIBJ3WM0HgAg76ampjQ1NZXTPbOzszp9+vSOLcxsinvLEgCg6MRiMZWXlxfdrtniSgsAKHqfP3/W6uqqmpubvY6SEwoTAFBw0WhUTU1NOnfunNdRXGPTDwDAE5FIRJZl6evXr3r16pVmZma8jiSJXbIAgB2oqqpKN2/elGEYsm1bDx8+9Py8zWyFySNZAIBnFhYW9O3bNz158kTBYFB+v9/rSFlRmAAATxmGocuXL2twcFCZTMbrOFlRmAAAT+3du1fpdFqTk5NeR9kUhQkA2BahUEjd3d06cuRI1msOHDigdDqt58+fFzDZ1jDpBwCwLUzTVCAQ0K1bt2TbtkZHRzcMXbcsS/F4XMvLyx6ldI9dsgCAbVVaWqq2tjbV1tZqbW1N8XhcL1++VDAY1O3bt/XgwYMd9e6Sz0oAAJ4Lh8MKh8MqKyuTbdt69+6dhoeHvY71GwoTALBjHDp0SMeOHdPExIS+f//udZzfUJgAALjA4AIAAP4ChQkAgAsUJgAALlCYAAC4sOmmHwAA8AsrTAAAXKAwAQBwgcIEAMAFChMAABcoTAAAXKAwAQBw4Sfa3lv278SE7AAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "routes = [route1, route2, route3]\n",
    "rc = ['r', 'y', 'c']\n",
    "fig, ax = ox.plot_graph_routes(G, routes, route_colors=rc, route_linewidth=6, node_size=0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Annotate a graph's plot\n",
    "\n",
    "Here we label each street segment with its name. Similar logic would apply to labeling nodes instead."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "G = ox.graph_from_address('Piedmont, CA, USA', dist=200, network_type='drive')\n",
    "G = ox.get_undirected(G)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = ox.plot_graph(G, edge_linewidth=3, node_size=0, show=False, close=False)\n",
    "for _, edge in ox.graph_to_gdfs(G, nodes=False).fillna('').iterrows():\n",
    "    text = edge['name']\n",
    "    c = edge['geometry'].centroid\n",
    "    ax.annotate(text, (c.x, c.y), c='y')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python (ox)",
   "language": "python",
   "name": "ox"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
